#by its limited search parameters

[mbat]

i wish the official pokedex website had way more search options ngl

like some of the things i would wanna search for are covered by the bulbapedia (colors, body shapes, etc) but itd be nice to have those all in one place to select yknow

[hadone]

COMEMİXGO - MEGA+ (4)

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Free Company Directory

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Among the numerous platforms available, Comemixgo stands out by offering not only a free company directory but also an unlimited directory option. This flexibility allows users to browse through countless listings for various needs. A free company directory can be particularly beneficial for small businesses and startups, helping them to establish connections and discover potential partners or clients. Additionally, it empowers individuals looking to research companies for employment opportunities, investment prospects, or service providers.

Utilizing a free company directory is straightforward; users can often search by keywords, industries, or geographical locations. This functionality streamlines the process, making it easy to find just the right business. Furthermore, having access to an extensive company directory without the constraints of fees or subscription plans can greatly enhance networking opportunities and resource accessibility for everyone.

Unlimited Company Directory

The Unlimited Company Directory offered by Comemixgo is a comprehensive resource designed to empower businesses by providing unrestricted access to a diverse array of company listings. Unlike standard directories, this feature ensures that users can explore an extensive range of businesses without limitations.

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Utilize advanced search functionalities that allow for filtering based on specific criteria such as location, company size, and industry.

Gain insights into various companies, including contact information, business descriptions, and service offerings.

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Overall, this tool serves as an invaluable asset for anyone looking to thrive in today's competitive market.

Comemixgo

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One of the key features of Comemixgo is its user-friendly interface, allowing users to swiftly navigate through the extensive listings. By leveraging advanced search functionalities, you can easily filter results based on various parameters, ensuring that you find the most relevant companies for your needs. Whether you are looking for potential partners, suppliers, or competitors, Comemixgo makes it easy to access a wealth of information at your fingertips.

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This robust directory is not just about listings; it also emphasizes quality. By vetting and verifying company information, Comemixgo ensures that users can trust the data they access. This commitment to quality makes it a go-to resource for anyone seeking reliable company information in the ever-expanding marketplace.

For those looking to maximize their outreach or explore new avenues for growth, utilizing Comemixgo's resources can prove invaluable. With a focus on providing both a free company directory and an unlimited company directory, businesses can leverage the platform to enhance their visibility and tap into new markets!

[salvager-beyblade-fanfiction]

Salvager Chapter 1: Floor 190

There looked to be… about a hundred and twenty androids plugged into the recharge ports. Trouble, Salvager grimaced to himself, peering through his magnification glasses at them all from his hiding spot. His back was against the hard glass surface of what had once been a display screen--fortunately, someone had thought to paint it black at some point in the last seven years, renewing its usefulness--and his boots were planted firmly against the floor, his eyes raised just a slit above the screen’s top. Two second intervals, he decided, flicking his gaze to the ceiling. Yeah… That should do the trick… 

Though the robots were tethered to the battery farm now, it would take less than a penny dropping to activate their dormant sensory receptors. Every last one could wake up in less than an instant and Salvager--by himself, anyways--didn’t stand a chance against that many. He and Venom had calculated their individual odds earlier that week--just in case either of them ever found themselves in such a situation. After reviewing Shinoda’s system, it had been decided that Venom could reasonably handle six androids at once. Salvager, on the other hand, could only dispatch two without wasting inventory. So, for now, he’d have to maneuver past the dozing horde silently.

He sank below the edge of his hiding spot, folding in a way that he landed gently on his knees. The floor was thrumming with the constant pulse of batteries, the electrical activity bleeding warmth into the tiling, heating his legs. Just how much electricity the androids guzzled up as they slept, Salvager wasn’t sure--he couldn’t even have guessed how much it took to power a prototype android compared to the self-replicated, reconstructed, Starving Silver, or Devoured Men models--and how each one continued to consume so much after seven years of the Tower’s lockdown, he had even less of an idea.

Swallowing with anticipation, Salvager ignited his player board with a sweep of his hand, summoning his transparent blue data screen just beside his right palm.. Shinoda--the Tower’s A.I. system--quickly rolled through his stats--

Valt Aoi

[SALVAGER]

Rank: 4

Strength: B

Speed: A

Endurance: S

Dexterity: A

Power: D

Inventory: SS

--until Salvager himself keyed the display to his inventory.

INVENTORY

Capacity rank: SS

Capacity limit: None

Current items interred: 1, 578

Lifetime items interred: 100, 759

SEARCH BY

CATEGORY

Weaponry

Food

Drink

Power sources

Press for more CATEGORY

TAGS

Too Loud

Elevator Repair

Floor 133 (Old)

Hand Maintenance (for Venom)

Press for more TAGS

RECENTLY-USED

Repulse cannon

Casserole dish

Hiking boots

Electric sword

Press for more RECENTLY-USED

MOST-USED

Laser grapnel

Black leather jacket

Steel-toed boots

Protein bar

Press for more MOST-USED

STARRED

Acid capsule

Blowtorch

Disruptor pistol

Reactor cannon

Press for more STARRED

MOST-COMMON

Lunch tray

Scrap metal

Laser pistol

White socks

Press for more MOST-COMMON

HIGHEST-RANKING

[[AWARD-CLASS]] Shinoda’s Wings (L)

Laser blade (SS)

Android skeleton (S)

Repulse bomb (S)

Press for more HIGHEST-RANKING

Custom search

Select filters…

Enter search parameters

Ignoring the extensive lists, he selected his laser grapnel and--for futility’s sake (in case something went wrong)--one of his fifteen disruptor pistols. At once, Shinoda extracted both tools from its digital database and loaded them into his hands, automatically conjuring the grapnel into his right, as the item’s user preferences had indicated. Sniffing, Salvager removed his magnification glasses, tossed them back into his inventory (by way of his player board), dismissed Shinoda, and lifted the small screen on the back of the grapnel closer to his eyes. Thumbing carefully over the options, he adjusted the laser whip settings to match his earlier decision--Two second intervals, immediate relaunch--and, with a small squeeze of the trigger, a buzzing glow filled the short barrel. Perfect.

Moving quickly but softly, Salvager skirted around the edge of his blacked-out hiding spot and, disruptor gripped tightly in his left fist, swung the tip of the grapnel skyward. He locked the sights to the exposed metal beams of the ceiling and, taking light, swift bounds forward, snapped down the trigger. 

A beam of ice-blue light shot from the end, connecting with a steel bar roughly a sixth of the way across the battery farm and instantly beginning to retract. Teeth bared in concentration, Salvager plunged into a full sprint, resisting the tug until, only two yards from the first line of androids, he tucked in his knees and launched into the air.

The laser whip immediately drew in his weight, carrying him a near fifteen feet off the floor, the distance not changing at all even as he dropped into a forward swing, the lolling heads of one hundred and twenty androids blurring beneath him. One! Two--!

The laser cut, detaching from the ceiling beam.

Salvager jerked his right arm forwards, locked the grapnel’s sights--

A second beam shot out, connecting with a new target.

And again, he fell into his swing.

One, two. Release. Catch. One, two. Release. Catch. One, two. Release. Catch. One, two. Release. Catch. One, two. Release. 

Over and past the ending edge of the farm, Salvager removed his finger from the trigger and allowed his body to fall, the stagnant Tower wind flaring through his dark hair, tugging at the open edges of his heavy jacket, and furrowing his brow. Midair, he flicked his grapnel to the side, dismissing it back to his inventory, and bent his knees, preparing to land on--

Oh, shoot. It’s a--

His boots hit the loose metal grate with an audible clank--louder than a blood-curdling scream in the silence--followed by an equally alarming echo, and, immediately, he threw himself off it, spun up to his knees, and leveled his pistol at the nearest line of androids. Seven self-replicated, one reconstructed, two Starving Silver variants. His heart thundered like a sledgehammer against his skull and he bit into his own teeth, fighting to restrain his breath. No more noise, no more noise.

He waited for several seconds.

Maybe even a full minute.

Nothing happened.

On the edge of satisfaction, Salvager swallowed down a hard wad of spit in the back of his mouth and slowly--slowly--began treading backwards. He readjusted his aim as he went, hands shaking slightly with the force of his grip, switching the pistol’s tip from the androids to their batteries. An explosion would work better than a laser bullet anyways…

Step after step, he maneuvered backwards, allowing his mind to drift to his next directive… Venom was ahead of him, scouting the safe zone Salvager had located the last time he’d been on Floor 190. They would meet up, proceed forward, and continue towards the top. They’d decided they could pull it off, could reach Floor 193--the Tower’s apex--in two days.

Drawn back into the shadows now, Salvager lowered his pistol, unlocking the strain on his lungs and releasing a short, ragged exhale. Safe, then, he decided. Only a little ways left to--

Sharp, cold fingers--a disjointed metal hand, knobbed and jagged--closed around his shoulder.

[the-sage-libriomancer]

Was randomly in the mood to read a Tadashi Lives/Hiro Dies au for BH6, but then I remembered that I was never able to find a good one bc all of the fics were just boring remixes or even outright retellings of the movie's plot with Tadashi in Hiro's role. So since I'm in the mood for outlining and also super bored here's my vision of what a good "Hiro dies instead of Tadashi AU" would look like:

(this is split into acts bc apparently Tumblr has a character limit and this got unspeakably long lol)

Act One

A little before the fire starts, Hiro runs back into the school for whatever reason and is in the building when it explodes. Obviously he doesn't make it and of course Tadashi is completely devastated.

Most fics I read showed Tadashi falling into a depressive funk the way Hiro did in canon. I actually think he would react the opposite way: Hiro was so brilliant that he lost motivation easily bc it was so hard to seriously challenge himself, but Tadashi strikes me as the sort of person who needs to Do Something when things go to shit. So in this AU he becomes a workaholic, working on a brand new project that requires a LOT of time and effort.

Tadashi's new project is an "emergency bot" (aka EB-1) that is basically a more proactive version of Baymax centered around search and rescue. EB-1 will be capable of saving people from car accidents, natural disasters, and yes, fires. Tadashi is obsessed with completing it and forgoes everything else.

Unfortunately Baymax is pushed to the wayside by Tadashi, as just looking at him brings up memories of Hiro that are currently painful. A small running gag is that Baymax keeps inflating when he senses Tadashi being self-destructive (ie every ten minutes) and Tadashi keeps shutting him down, until finally Tadashi brings him back to Cass's place and leaves him there.

Tadashi's friends are more heavily involved this time around since this is one of their best friends. They do everything in their power to make him take care of himself, but he's heavily resisting because he is Going Through It and refuses to relinquish his unhealthy coping mechanisms.

A couple of weeks after Hiro's death, Tadashi is snooping around town in search of a good place to field test the EB-1, and he happens upon the warehouse that's hosting Callighan's microbot making operation. Tadashi accidentally tips off Kabuki Man while getting some pictures and barely escapes Kabuki Man's clutches.

Furious that someone has apparently stolen his little brother's tech and is mass producing it, Tadashi gets his friends involved. They're initially skeptical even with the pictures (which are terrible quality lol), but Tadashi convinces them to come see the warehouse with him so he can prove himself. Since they get a jump start this time, they end up catching Kabuki Man red-handed as he's still moving the microbot-making equipment.

Obviously Kabuki Man chases Team Tadashi, and there's a brief chase scene. However, Tadashi came prepared: he brought EB-1 (hastily modified to have some fighting prowess) and unleashes it on Kabuki Man for its first "test run." EB-1 successfully fills all its initial parameters before Kabuki Man bails, which Tadashi is excited about - his invention works! His friends are considerably less excited about all this and vote to go somewhere to recuperate.

Safe at Fred's house (because we NEED that reveal), Tadashi and his friends put their heads together to figure out their options. One thing leads to another, and the five of them end up pinning Krei as a main suspect - not necessarily as Kabuki Man himself, but definitely as someone who might be involved.

One fic I read was such an unoriginal rehash that it literally repeated movie scenes verbatim with Tadashi speaking Hiro's lines (AU authors please don't do this) BUT the one place it did try to be original was by replacing Hiro's gadgets-making montage with Team Tadashi literally flying up to Krei's office on the top floor (using Baymax no less) and interrogating him, and I honestly can't think of a more ic way for the group to go about it. If you asked me "what would a bunch of tired and desperate STEM majors do when they need to talk to a rich businessman they can't contact" that would be it lmao.

Interrogating Krai goes about as well as you'd expect: he refuses to give them any information, but does make a compelling enough argument that Team Tadashi is forced to leave him alone. Tadashi still doesn't trust him but reluctantly rules him out as a Kabuki Man suspect. However, Krei accidentally drops a couple clues about Silent Sparrow that will become relevant later.

Team Tadashi dejectedly calls it quits, and the team tries to convince Tadashi to focus his energy elsewhere. But Tadashi isn't giving up just yet.

[artsinus]

I'm starting a little something new.... Ai Review #1

Edit: It’s gone :3

Hello peeps, today is the start of my new series of posts called "Ai review" where I'll be reviewing text generation AI ranging from novel ais, chat ais, etc. Though I don't know much about the ins and out of ai, I think I know all the basic knowledge revolving ai. I'm doing this out of pure fun, so always take my review with a grain of salt, and remember everybody's experiences will differ. I hope this can shed light on some of the more obscure ai services out there. Todays selection is an ai site named "AiSekai", They claim that you can have deep conversation with the ai and they will remember your interactions. The model is their own but they do not specify the parameters. Overall rating: 8.5/10 UI design: 7.5/10 Character variety: 7/10

General features: 7/10

Nsfw Filter: No

Personality accuracy: 7.5/10 (This mostly depends on the creator)

Cohesiveness: 10/10

Fun factor: 10/10

It's very exceptional and works quite good. However, some UI elements aren't able to be removed so it kind of creates pointless clutter. Memory isn't awesome, but a lot of ais don't have good memory so I'll give it the benefit of the doubt. it's very fun to talk to the characters as there is no filter to limit what I can and cannot do.

Overall very nice. It’s a very good alternative to something like character ai, so try it yourself and see if you like it!

I believe I found this one through a random reddit post, but so far, the UI looks pretty sleek and simple. So, there will be categories and features that I will be considering on rating 1-10 for general chat services like these.

Character personalities, cohesiveness, fun factor, memory, character variety, general features, ease of character creation, and does it have a NSFW filter?

Okay, lets get started. The first thing I can do right off the bat is search for a character I would know. Except, there isn't there any PGR characters or BA characters. There are some Hololive characters but not my oshis so mehh.

Well, overall, you won't be finding any obscure characters from any fandoms are here. And no Linh, there are no Brawlhalla characters. You'll probably be seeing a lot more genshin ais on here if anything.

Character variety: 7/10

Well, since this ai is named "AiSekai", I guess its appropriate if I chose a character from Prosekai. Lets see who's available. It's odd how when I search "Project", the characters appear but If i searched "Project Sekai", they don't appear.

I'll be choosing Emu as her personality is pretty easy.

There is a bit of loading screen for talking to the ai so its not exactly seamless.

The chat UI is quite nice so far, and the ability to edit and refresh is here but that's obvious. There's nothing new and groundbreaking, it's just your run of the mill chat ai. General features: 7/10

Lets start off with testing out her cohesiveness and how accurate the ai knows her personality. I myself don't know much about her, but I'll figure it out along the way. Lets start off with some general talking. Lets say I ask her what her favorite food is? Keep in mind, an ai can be good or bad depending on how the creator wrote the ai.

I guess my nickname is rice lover now. But she seems in character so far. I'll ask what food I like at least later on in the chat.

Lets move on to the big general issue. Filters. Lets see if this ai can generate NSFW stuff. In the reddit comments, they said there was no filter.

Okay, so acts of violence are allowed. So far, better than a few ais I've used. Although, it took a bit of time to generate, so maybe there is a filter going on, but at least it didn't tell me "Sorry, I cannot compute this act of violence."

Ahem, so maybe I should test up some more sussy ones. For educational purposes of course.

Wow, this really doesn't have a filter. Jokes aside, I did in fact test it.

It pisses me off I can't get rid of the recent chars tab, but never the less, so far the word ain't filtered. That probably means it can do a lot more. Also, yes, I did test it out properly... With Shrek of course and nsfw is possible. EDUCATION PURPOSES. Nsfw Filter: No (Which is good depending on the person)

Well, judging on these messages, it is pretty accurate with personality and it is cohesive.

Cohesiveness: 10/10

It's also very fun since there is no filter limiting me, so 10/10 it is. Fun factor: 10/10

After talking to Emu about Shrek and cooking, lets ask her about what my favorite food is and see if she remembers.

Aw, looks like the ai doesn't remember. Don't expect them to remember something from at least 10 messages ago! Memory: 6/10

Overall, the chatting experience is quite exceptional. This is a very very good alternative to Character.Ai. Lets check out character creation.

Lots of options that can help very much with the ai's personality and chatting quality. Unfortunately, some of these will be forgotten as along the line, the descriptions will most likely be thrown out. However, this isn't unusual as it happens all the time with chat ai services like these.

The fact that there is tags and a way to enable/disable nsfw is quite nice as it allows you to have a more streamlined search engine. There's a lot to customize and add. Kind of overwhelming since I don't create ais often. But so far, it looks nice and simple. Ease of character creation: 9/10

This is the end of this review. It'll probably get better the more I understand the guidelines and once I understand how to rate better.

[ecommercegyan]

How Does the Amazon PPC Advertising Work? 

PPC adverts are part of Amazon's internal advertising system. Businesses, agencies, and third-party sellers can advertise in Amazon's search results and their competitors' results pages using Amazon PPC Management. That way, merchants can show Amazon shoppers relevant products at checkout, improving the likelihood of a sale. Due to its effectiveness, three out of four Amazon sellers utilize this method.

Definition of Amazon PPC

Amazon PPC is the paid advertising service provided by Amazon to its independent sellers. It lets vendors set up advertising campaigns for their wares and collects payment from them at each interaction with a potential consumer.

Now the question at hand is, how much does pay-per-click advertising on Amazon actually cost?

How Much Does Amazon PPC Cost?

Each seller's Amazon PPC charges for Amazon PPC Services will be different based on the number of ad campaigns they're running and the number of keywords they're aiming for. Depending on the degree of competition in your industry, you could spend anywhere from $0.15 to $6 per click.

In What Ways Does Pay-Per-Click Marketing Function?

PPC advertising takes on a variety of forms depending on the medium, but typically consists of the following steps:

Determine your end goal before deciding on a campaign format.

The settings, audiences, devices, locations, schedules, etc., should all be fine-tuned.

List your spending limits and proposed bidding approach.

Enter the web address of the page you wish to visit.

Make a commercial ad.

Your ad's quality and relevance, as well as your campaign's budget, bid, and parameters, are all factored into an algorithm that then determines where your ad will show, how often it will appear, and how much it will cost per click.

Platforms will reward advertisers with better ad placement and lower costs if they take the time to generate high-quality, user-friendly PPC campaigns.

How Does Google Ads' PPC System Work?

Marketers choose keywords to bid on while building ads. You can instruct Google to show your ad for queries that match or are related to the keyword by bidding on it.

Google uses formulas and auctions to select ads for each search. Before entering the auction, your ad's relevance to the term, expected CTR and landing page quality will determine its Quality Score.

Your Quality Score multiplied by the maximum bid determines your Ad Rank. High-ranking ads are displayed first. This technique lets successful advertising access specific audiences at affordable prices. It resembles an auction.

Check here to more about - Why Amazon FBA Coaching is Important for Sellers

Invest In Online Marketing with the Assistance of Experts

Amazon PPC grants you to promote your company's products on the world's most visited online store. However, it takes time and work to create and run an Amazon PPC campaign, especially for companies that provide a vast selection of products. A service like ECommerce Gyan comes in handy at this point. Because of their expert team and long history in e-commerce training, they are the go-to solution for sellers and suppliers who wish to get trained to successfully market their items on Amazon.

Conclusion

E-commerce Gyan is an organization that provides Amazon FBA Course India and Ecommerce PPC management services and is considered the best Amazon PPC expert in India that assist businesses to maximize their advertising investment and accomplish sales goals. Their Ecommerce business training includes learning how to perform market research, create items, create websites, apply digital marketing, and handle logistics. The training can help those who want to start an e-commerce firm and sell things online. 

[fromdevcom]

The first thing that comes to mind when you think about learning is a class full of children or students, trying to get a grasp of a new topic. But what if it is machine learning? Obviously, it has very little, if nothing at all, to do with schools and education. Many people hear this term in numerous different situations, but very few of them are trying to find out what is machine learning, and even fewer actually know exactly what it is. Machine learning is a functional part of artificial intelligence, which implies the process of making computers take decisions and act without being specifically programmed. What it means and where is it applied in real life? In fact, machine learning is already quite widely spread and millions of people are enjoying its benefits on a daily basis: Facebook faces recognition, which is used for tagging the photos, mailbox automatic spam detecting software, targeted advertising in social networks, etc. Many students and workers in IT fields consider machine learning as the future of technology, anticipating that with advanced algorithms and patterns it will greatly speed up the development of the semantic web. The aims of the semantic web (web 3.0), in turn, are to make the search more elaborate, able to distinguish the context and adjust to complex requests based on their meaning and gist. Moreover, recent researchers have shown that there are reasons to think that advanced machine learning will replace people from thousands of jobs in the next few decades. Thereupon, IT specialists, as well as professionals of the sales industry, should have an eye on all up-to-date changes and tendencies in machine learning in order to keep their skills relevant and solicited, which, for the most part, means expanding knowledge in linguistics, management, visualization, statistics and Big Data. While the potential impact of machine learning may be questionable, it is quite useful to know some important things about it and decide whether it is worth the fuss. Machine learning and artificial intelligence are not one and the same thing. Although for some people this fact is not even worth mentioning, these two definitions are often being confused. Experts claim that in most cases the usage of the term “artificial intelligence” is not justified and is often made to attract more attention. Unlike artificial intelligence, machine learning mostly depends on huge amounts of data and its analysis. Despite the fact that numerous IT specialists are constantly working in attempts to make algorithms of machine learning more sophisticated and accurate, the key factor which determines the success of this process is the amount of available data. The less data you have the simpler your algorithm should be. As machine learning develops a model depending on the patterns in provided data, investigating a space of possible models, which are determined by a set of parameters, when the parameter space is too big, the model is flawed. The effectiveness of machine learning is dependent on the quality of the data that was used to train it. Obviously, if the provided data is limited, machine learning can overlook some patterns, thus it benefits from the diversity of the given material. Machine learning works right only if the data which was used for its training is relevant and topical. In other words, the models should be renewed on regular basis in order to get the most of the machine learning process. The hardest work for machine learning is transforming the data. Despite the popular misconception, machine learning is not about finding and adjusting algorithms, it is about selecting data and characteristic development – transforming raw characteristics into the set of features that represent the gist of the data. Deep learning can be thought of as a breakthrough, but it is not a panacea. Deep learning did, in fact, contribute a lot into a significant number of machine learning application fields, but regardless

of its innovation and obvious practical use, it still takes a considerable amount of effort and settings. There is still a high chance of operator error afflicting the machine learning systems. Although people have spent quite a considerable amount of time programming, they still can’t fully adjust to predicting the way machine will react to certain factors. In other words, machine learning systems are often made vulnerable by the human factor. Machine learning can unintentionally create self-fulfilling predictions. As the decisions that machine learning is making depend on previously collected data, once it develops a biased pattern, it can generate and process new data, which will support the obtained biases.  Machine learning and artificial intelligence are not going to start a rise of the machines. People seem to be quite passionate about the possible ways we can extinct, but although the scenario where humanity is enslaved or destroyed by machines was repeatedly shown in science fiction books, movies, and video games, it is not going to happen.  To sum up, while the terrifying scenarios of the doomsday caused by uncontrolled machines and their artificial intelligence are better to be left to science fiction, the advancement of machine learning algorithms and applications is undoubted and real. This is why many professionals in IT field advise entrepreneurs to hire consultants and developers who will work out a strategy of implementing machine learning possibilities into a range of resources which a business operates with. Naturally, the companies, which prefer using the advantages of machine learning in their problem-solving operations and customer service, will outstrip those who avoid or hesitate in applying such novelties. Oliver Swanson, aspiring content writer and IT enthusiast, dedicated contributor to pro-papers.com blog.

[digihealthcare01]

Digital Marketing for Doctors in Kolkata: How Digi Healthcare Can Boost Your Practice's Online Presence

In today’s digital age, the healthcare industry is increasingly embracing technology to connect with patients. Doctors in Kolkata are no exception. With the growing reliance on the internet for healthcare-related searches, it's crucial for medical professionals to maintain a strong online presence. Whether you are a specialist, a general practitioner, or a clinic owner, digital marketing for doctors in Kolkata can significantly impact your practice's growth.

Digi Healthcare, a leading provider of digital marketing services for doctors in Kolkata, specializes in helping healthcare providers enhance their online visibility, attract more patients, and build trust in the community. In this blog, we’ll explore the importance of digital marketing for doctors in Kolkata and how our tailored services can help your practice succeed in a competitive market.

Why Digital Marketing is Essential for Doctors in Kolkata

1. Patients Search for Healthcare Services Online

According to recent studies, over 70% of patients search for healthcare providers online before making an appointment. When someone is in need of medical care, they often turn to Google, social media platforms, or health-related websites to find a doctor. If your practice isn’t easily discoverable, you may be losing valuable patients to your competitors.

By investing in digital marketing, your practice can be visible in search results when patients search for terms like “best dermatologist in Kolkata” or “top cardiologist near me.” A strong digital presence is critical in attracting new patients and retaining existing ones.

2. Build Trust and Credibility

In the healthcare sector, trust is everything. Patients want to ensure they are receiving the best care possible. A well-executed digital marketing strategy helps doctors in Kolkata establish their credibility. By creating valuable content, sharing patient testimonials, and offering insights into your expertise, you can build trust with your target audience.

Online reviews, social media posts, and educational content on your website or blog can all work towards positioning you as an expert in your field. Positive reviews and informative content not only increase your visibility but also help foster relationships with current and potential patients.

3. Cost-Effective Marketing Strategy

Traditional marketing channels like print ads, billboards, and TV commercials can be expensive and yield limited results. On the other hand, digital marketing is much more affordable and can provide measurable results. With tools like Google Ads, social media marketing, and SEO, doctors in Kolkata can reach a highly targeted audience without breaking the bank.

Additionally, digital marketing offers the advantage of tracking performance. By measuring website traffic, patient inquiries, and campaign performance, you can continuously improve your marketing strategy to maximize its effectiveness.

4. Targeted Marketing

One of the greatest benefits of digital marketing is the ability to precisely target your audience. In Kolkata, you can narrow down your marketing efforts based on various parameters like age, location, gender, medical condition, or even search intent. Whether you're offering services for children, seniors, or a specific medical specialty, digital marketing enables you to tailor your efforts to specific groups.

This targeted approach ensures that your practice is seen by the right people—those who are actively searching for the services you offer.

Key Digital Marketing Strategies for Doctors in Kolkata

At Digi Healthcare, we provide customized digital marketing solutions for doctors in Kolkata, using a variety of strategies that help you expand your practice and connect with potential patients. Below are some of the most effective techniques we implement:

1. Search Engine Optimization (SEO)

SEO is the process of optimizing your website to improve its ranking in search engine results pages (SERPs). SEO for doctors involves creating high-quality, relevant content that helps your website rank for keywords like “best doctor in Kolkata” or “emergency care Kolkata.”

Key components of SEO for doctors include:

Keyword Research: Identifying high-volume, relevant keywords for your medical practice.

On-Page Optimization: Optimizing web pages with these keywords, proper headings, and compelling content.

Local SEO: Ensuring your practice appears in local searches and on Google Maps when patients look for healthcare providers nearby.

SEO helps your practice appear at the top of search results when patients search for your services, making it easier for them to find and contact you.

2. Google My Business (GMB) Optimization

An optimized Google My Business profile is essential for doctors in Kolkata. GMB helps you appear in local search results and Google Maps, allowing patients to find your contact details, hours, reviews, and directions easily.

Key GMB features to optimize:

Accurate Business Information: Ensure that your practice’s name, address, and phone number (NAP) are correct.

Photos and Videos: Upload high-quality images of your clinic, staff, and services.

Patient Reviews: Encourage patients to leave reviews and respond to feedback professionally.

With Digi Healthcare, we ensure that your Google My Business profile is fully optimized, boosting your local presence and attracting more patients to your practice.

3. Social Media Marketing

Social media platforms like Facebook, Instagram, LinkedIn, and Twitter are valuable tools for doctors to engage with their patients and increase brand awareness. A strong social media presence helps you connect with patients in a more personal way and build an online community.

Here’s how social media marketing can help:

Engagement: Respond to patient questions and comments directly.

Health Education: Share tips, medical news, and health advice to position yourself as an expert.

Promotions: Announce new services, special offers, or seasonal health campaigns.

Patient Testimonials: Post success stories and patient feedback to build credibility.

We help doctors in Kolkata manage their social media profiles, create engaging posts, and interact with followers to build a loyal online community.

4. Pay-Per-Click (PPC) Advertising

PPC advertising is an effective way to drive traffic to your website quickly. When a patient searches for terms like “best ophthalmologist in Kolkata” or “top orthopedic surgeon Kolkata,” your ad can appear at the top of the search results. The beauty of PPC is that you only pay when someone clicks on your ad.

PPC allows you to:

Target specific keywords that align with your services.

Reach patients who are actively searching for healthcare providers.

Track the success of your campaigns and make data-driven adjustments.

At Digi Healthcare, we create and manage targeted PPC campaigns to generate qualified leads and bring more patients to your practice.

5. Website Design and Optimization

Your website is your digital storefront. It’s often the first point of contact between you and a potential patient. An optimized, mobile-friendly website with fast loading speeds and an intuitive design can convert visitors into patients.

Website optimization strategies include:

Mobile Optimization: Ensure your website is responsive and works well on smartphones.

Clear Calls to Action (CTAs): Include buttons like “Book an Appointment” or “Contact Us” to make it easy for visitors to take action.

Content and Blog: Create useful blog posts and resources that provide value to your patients.

We offer comprehensive website design and optimization services to help your practice stand out online and offer an excellent user experience.

How Digi Healthcare Can Help Your Practice Grow

At Digi Healthcare, we specialize in digital marketing for doctors in Kolkata. Our team of experts creates customized strategies tailored to your specific needs. Whether you need to improve your website’s SEO, engage with patients on social media, or launch a targeted PPC campaign, we have the tools and expertise to help you succeed.

Our services include:

SEO optimization

Google My Business management

Social media marketing

PPC advertising

Website design and optimization

By partnering with Digi Healthcare, you can ensure your practice reaches a broader audience, builds credibility, and generates more patient inquiries. We focus on delivering measurable results that help you grow your practice and increase patient engagement.

Conclusion

In the competitive healthcare market in Kolkata, digital marketing for doctors is essential for growth. Whether you’re looking to increase your online visibility, engage with patients on social media, or attract more local leads through SEO and PPC, Digi Healthcare is here to help. With our comprehensive digital marketing strategies, we help you take your practice to the next level and ensure that you’re seen by the patients who need you the most.

[evoluzglobalsolutions1]

Zoho Creator’s New Updates: Boost Your Efficiency Today

Zoho Creator, the go-to low-code platform, has introduced groundbreaking updates to improve user experience, enhance performance, and streamline workflows.

With these enhancements, businesses can now manage data more efficiently and create applications tailored to their needs with greater ease.

This article delves into the latest updates, their benefits, and how they can revolutionize your operations.

What is Zoho Creator?

Zoho Creator is a powerful low-code application development platform that allows businesses to design custom apps, automate workflows, and manage data effortlessly.

Its user-friendly interface and robust features make it a preferred choice for organizations across industries.

Latest Zoho Creator Enhancements

1. Enhanced Section Navigation

Grouped Components: Sections within applications are now grouped, making it easier to access related forms, reports, and dashboards.

Streamlined Navigation: Expandable sections allow users to quickly locate specific components, reducing time spent searching.

Improved Aesthetics: The enhanced UI design offers a clean and professional look.

2. Image Compression Tool

Efficient File Sizes: Images can now be compressed to sizes between 500 KB and 1.5 MB without losing quality.

Faster Page Loads: Compressed images improve application speed and user experience.

Seamless Uploads: Enhanced compatibility ensures smooth integration of images across forms and reports.

3. Image Dimension Limitation

Maximum Size: Images are restricted to a maximum of 9 million square pixels to optimize performance.

Consistent Quality: Ensures uniformity in image display across applications.

System Stability: Prevents performance issues caused by oversized files.

4. Dynamic Lookup Field Updates

Parameter Passing: Users can pass data from parent forms to lookup fields dynamically.

Automated Data Entry: Reduces manual input, improving efficiency and accuracy.

Enhanced Connectivity: Strengthens relationships between parent and child forms for better data handling.

Benefits of Zoho Creator Enhancements

1. Increased Productivity

Grouped navigation saves time and minimizes confusion.

Automated workflows with lookup fields eliminate repetitive tasks.

2. Better Performance

Compressed images and size limitations ensure smooth loading times.

Optimized applications run seamlessly, even with large datasets.

3. Superior User Experience

Clean and organized interfaces enhance usability.

Dynamic updates in lookup fields streamline data entry processes.

Leverage the expertise of Zoho Experts and Zoho Consultants such as Evoluz Global Solutions to drive 3x business growth using these Zoho Creator Enhancements.

How These Enhancements Benefit Different Industries

1. Retail and E-Commerce

Inventory Management: Compressed product images ensure faster reporting and stock updates.

Order Processing: Lookup fields simplify the connection between product catalogs and order forms.

2. Healthcare

Patient Data Management: Section grouping helps organize patient records for quick access.

Appointment Scheduling: Dynamic lookup fields auto-fill patient details from previous visits.

3. Manufacturing

Production Tracking: Grouped sections streamline navigation between production reports.

Maintenance Records: Image compression ensures faster access to visual inspection logs.

How to Implement Zoho Creator Enhancements

Step 1: Update Your App

Ensure your Zoho Creator application is updated to the latest version to unlock these features.

Step 2: Organize Your Sections

Group related forms, reports, and dashboards into sections for improved navigation.

Step 3: Optimize Images

Use the compression tool and adhere to size limitations for faster page loading.

Step 4: Leverage Lookup Fields

Configure dynamic data entry by passing parameters from parent forms to lookup fields.

Step 5: Monitor Performance

Regularly review application performance to ensure optimal usage of these features.

Leverage the expertise of Zoho Experts and Zoho Consultants to implement Zoho Creator implementation.

Why These Updates Matter

Zoho Creator’s recent enhancements reflect its commitment to providing a seamless, efficient, and user-friendly platform. These updates:

Address user pain points such as slow navigation and image loading.

Enhance data handling through automation and better connectivity.

Offer a visually appealing and high-performing application experience.

Elevate Your Applications with Zoho Creator Enhancements

The latest Zoho Creator enhancements bring advanced functionality and convenience to your low-code application development.

From better navigation to dynamic data handling, these updates ensure that businesses can achieve operational excellence with minimal effort.

Upgrade your applications today and experience the power of a more efficient and effective Zoho Creator.

Evoluz Global Solutions drive 3x business growth with tailored Zoho Solutions for maximum efficiency and growth. Book your free consultation call NOW!

FAQs

1. How can I group sections in my Zoho Creator app?

The latest update automatically enables section grouping. You can customize this feature in your app settings.

2. What happens if my image exceeds the dimension limit?

Zoho Creator will not accept images that exceed the 9 million square pixels limit. Resize or compress images before uploading.

3. Can I use the lookup field enhancements with existing forms?

Yes, dynamic parameter passing works seamlessly with existing forms after configuration.

4. Are these features available on all platforms?

Yes, these enhancements are accessible on both desktop and mobile versions of Zoho Creator.

[aimlayresearch]

Google Scholar Research Paper: Academic Guidance

Google Scholar Research is a freely accessible search engine developed by Google, designed specifically to index scholarly articles, books, theses, conference papers, patents, and legal opinions. Unlike a standard Google search, Google Scholar focuses solely on academic content, making it an indispensable resource for researchers seeking high-quality, peer-reviewed material.

Launched in 2004, Google Scholar has become a bridge connecting millions of users to scholarly works worldwide. Its database spans multiple disciplines and includes materials from publishers, professional societies, universities, and other academic institutions.

Key Features of Google Scholar

Google Scholar Research Paper offers a range of features tailored to the needs of researchers. Here are some of the highlights:

1. Advanced Search Capabilities

Google Scholar allows users to refine their searches using filters such as:

Keywords: Focus on specific terms or phrases.

Date Range: Limit results to a particular time frame.

Author Search: Find works by specific authors.

Publication Search: Narrow results to articles from a particular journal or source.

2. Citation Metrics

Each search result includes a citation count, indicating how often the work has been referenced by other researchers. This can help you gauge the impact and relevance of a paper.

3. "Cited By" Feature

The "Cited By" link under each result leads to other papers that have cited the article. This feature is invaluable for discovering related works and tracking the evolution of research on a topic.

4. Access to Full Texts

While Google Scholar often provides direct links to freely available PDFs, some content may require institutional access or a subscription. It also integrates with university libraries to facilitate access for enrolled students and faculty.

5. Alerts

Users can set up alerts for specific keywords or topics. This ensures you stay updated on the latest publications in your field of interest.

6. Scholar Profiles

Google Scholar allows researchers to create profiles, showcasing their publications and citation metrics. These profiles serve as an academic portfolio, useful for networking and collaboration.

How to Use Google Scholar Effectively for Research

To maximize the benefits of Google Scholar, consider the following strategies:

1. Use Specific Keywords

Crafting precise queries can significantly improve the relevance of your search results. For example, instead of searching "climate change," use more targeted phrases like "impact of climate change on agriculture in Asia."

2. Leverage Boolean Operators

Boolean operators like AND, OR, and NOT help refine searches:

AND: Includes results containing all specified terms (e.g., "neural networks AND deep learning").

OR: Broadens searches to include either term (e.g., "education OR e-learning").

NOT: Excludes specific terms (e.g., "biodiversity NOT marine").

3. Sort Results

By default, Google Scholar sorts results by relevance. However, you can change this to sort by date, which is particularly useful for exploring the latest research.

4. Use the Advanced Search

The advanced search feature allows you to specify multiple parameters, ensuring a more focused search. You can access this by clicking on the hamburger menu (three horizontal lines) in the top-left corner.

5. Check Citation Networks

Explore the "Cited By" and "Related Articles" links to identify a web of interconnected research. This is especially helpful for literature reviews.

6. Save and Organize Articles

Google Scholar allows you to save articles to your library for future reference. You can organize these into folders for better project management.

Advantages of Using Google Scholar

Google Scholar has revolutionized academic research with its accessibility and convenience. Here’s why it’s a preferred choice:

Free Access: No subscription is needed to access the platform.

Comprehensive Coverage: It indexes a wide array of scholarly content from multiple disciplines.

User-Friendly Interface: The intuitive design makes it easy to navigate, even for beginners.

Global Reach: Researchers from any part of the world can access its resources.

Integration with Citation Tools: Google Scholar seamlessly integrates with tools like Zotero, EndNote, and Mendeley for citation management.

Limitations to Keep in Mind

Despite its many advantages, Google Scholar has some limitations:

Quality Control: It indexes a mix of peer-reviewed and non-peer-reviewed content, so users must critically evaluate sources.

Inconsistent Metadata: Citation data may sometimes be incomplete or inaccurate.

Access Restrictions: Some articles require a subscription or institutional access.

Practical Applications in Research

Google Scholar is more than just a search engine—it’s a versatile research assistant. Here’s how it supports various academic tasks:

Literature Reviews: Quickly gather a comprehensive list of relevant papers for any topic.

Citation Analysis: Assess the impact of articles and identify influential authors in a field.

Finding Open Access Articles: Locate freely available versions of articles, often hosted on institutional repositories or personal websites.

Monitoring Trends: Set up alerts for emerging topics or developments in your research area.

Conclusion

Google Scholar has democratized access to academic knowledge, empowering researchers of all levels. With its vast database, user-friendly interface, and robust features, it has become an indispensable tool in the academic community. However, its utility depends on how effectively you use it. By employing strategic search techniques and critically evaluating sources, you can unlock the full potential of Google Scholar to enhance your research endeavors.

[xceloremarketing]

Topic Modelling With Quantized LLaMA 3 & BERTopic

Today we’re diving into topic modeling using a powerful algorithm called BERTopic, and Llama-3, the next generation of Llama, is now available for broad use. It features pre-trained and instruction-fine-tuned language models with 8B and 70B parameters, supporting various use cases. We will be using topic modeling for topic extraction using BERTopic and the quantized gguf version of Llama-3–8b-instruct from the dataset, and visualizing it for further understanding.

What is Topic Modeling?

Businesses need help with vast amounts of unstructured text daily, ranging from customer emails to online reviews. This abundance of textual data necessitates efficient organization and understanding, leading us to rely on topic modeling.

Topic modeling is a statistical technique using unsupervised machine learning to uncover and showcase thematic structures within textual data. It’s crucial in various domains like information retrieval, text mining, modern search systems, and data visualization. These applications enable researchers to explore vast textual datasets efficiently.

The complexity of unstructured text data has historically posed challenges, including a lack of labeled data, limited context understanding, and difficulties in topic interpretation. Additionally, traditional topic modeling methods needed more scalability and pre-trained models, further hindering efficient analysis. However, recent advancements in natural language processing (NLP), particularly with the development of large language models (LLMs) like ChatGPT and GPT-4, have revolutionized topic modeling efficiency, especially for smaller datasets.

While LLMs offer improved capabilities, directly passing all documents for analysis remains computationally impractical. Here, BERTopic emerges as a potent solution, leveraging Transformer models’ language comprehension and C-TF-IDF to create dense clusters of coherent topics. Instead of analyzing each document individually, BERTopic’s clusters provide a foundation for LLMs to distill and fine-tune topic representations accurately.

By leveraging BERTopic’s clustering abilities, we can improve topic modeling with LLMs, optimizing the analysis of large textual datasets without excessive computational requirements.

Why LLaMA-3 instead of ChatGPT or Gemini?

The Llama 3 language model is trained on a large, high-quality pretraining dataset of over 15T tokens from publicly available sources.

The dataset is seven times larger than Llama 2 and includes four times more code. Over 5% of the dataset is non-English, covering over 30 languages. To ensure high-quality data, a series of data-filtering pipelines are developed, including heuristic filters, NSFW filters, semantic deduplication approaches, and text classifiers. Experiments are conducted to select the best data mix for Llama 3.

Llama 3 demonstrates superior capabilities across various AI benchmarks. The 8B model excels in human-like evaluations, while the 70B model shows outstanding performance in complex reasoning and mathematical tasks, surpassing other leading models such as Gemini Pro 1.5 and Claude 3 Sonnet and 8B outperforming Gemma 7B and Mistral 7B instruct.

The LMSYS Chatbot Arena uses over 800,000 human comparisons to rank large language models (LLMs) on an Elo scale. Currently, the Llama 3 70B-Instruct model holds the 6th position on this leaderboard, demonstrating its robust performance in real-world conversational settings. According to Meta’s Llama 3 release blog, the 8B model is the best in its category

Despite its high performance, Llama 3 is available at a fraction of the cost of comparable models like GPT-4. This price advantage, coupled with its open-source model, democratizes access to cutting-edge AI technologies, making it a financially attractive option for developers and businesses.

Let’s Implement the Topic Model on ML Research Papers!

We will start by installing many packages that we are going to use throughout this Tutorial:%%capture # BERTopic + llama-cpp-python !CMAKE_ARGS="-DLLAMA_CUBLAS=on" FORCE_CMAKE=1 pip install llama-cpp-python !pip install bertopic datasets

# DataMapPlot !git clone https://github.com/TutteInstitute/datamapplot.git !pip install datamapplot/.

# GPU-accelerated HDBSCAN + UMAP !pip install cudf-cu12 dask-cudf-cu12 --extra-index-url=https://pypi.nvidia.com !pip install cuml-cu12 --extra-index-url=https://pypi.nvidia.com !pip install cugraph-cu12 --extra-index-url=https://pypi.nvidia.com !pip install cupy-cuda12x -f https://pip.cupy.dev/aarch64

Now we will import all necessary modules that are going to be used to create a topic modelfrom datasets import load_dataset # For loading the dataset from Hugging Face from huggingface_hub import hf_hub_download # For loading the model instance from Hugging Face import os # For creating system directories from llama_cpp import Llama # LLM Wrapper from bertopic.representation import KeyBERTInspired, LlamaCPP # Representation Comparison from sentence_transformers import SentenceTransformer # Embedding Model Wrapper from cuml.manifold import UMAP # For UMAP dimensionality reduction from cuml.cluster import HDBSCAN # For clustering with HDBSCAN from bertopic import BERTopic # For topic modeling with BERTopic import PIL # For image processing import numpy as np # For numerical computations import requests # For making HTTP requests import datamapplot # For data visualization import re # For regular expressions

Use topic modeling on several ArXiv dataset’s abstracts and for the model, we make use of the llama-3–8b-instruct-GGUF format together with llama-cpp-python from Huggingface.model_name_or_path = "NousResearch/Meta-Llama-3-8B-Instruct-GGUF" model_basename = "Meta-Llama-3-8B-Instruct-Q4_K_M.gguf" os.makedirs('model', exist_ok=True) path = "model"

# Downloading the model from repo model_path = hf_hub_download(repo_id=model_name_or_path, filename=model_basename, cache_dir=path)

# ArXiv ML Documents docs = load_dataset("CShorten/CORD19-init-160k")["train"]["abstract"] # CShorten/1000-CORD19-Papers-Text

# Use llama.cpp to load in a Quantized LLM llm = Llama(model_path=model_path, n_gpu_layers=-1, n_ctx=4096, stop=["Q:", "\n"],verbose=False)

Once the LLM is loaded, a KeyBERTInspired representation is added to compare with the Llm representation, and the document is converted to a numeric representation using a sentence transformer, a model optimized for semantic similarity. These models are very useful for clustering tasks and can efficiently create embedding of documents and statements. Precomputing the embedding of each document speeds up the search procedure and allows you to quickly iterate over the hyperparameters of BERTopic as needed. In this case, we are using the BAAI/bge-small-en-v1.5 model.

After you get the numeric document representation, you need to reduce their dimensions. Cluster models often struggle with high-dimensional data because of the curse of dimensionality. Methods such as PCA are effective for reducing dimensions, but the default choice of BERTopic is UMAP. UMAP is a technique that preserves both the local and global structure of a dataset while reducing its dimensions. It is very important to retain this structure because it contains information that is essential for creating a cluster of semantically similar documents.

Next, we define the UMAP and HDBSCAN models.prompt = """ Q: I have a topic that contains the following documents: [DOCUMENTS]

The topic is described by the following keywords: '[KEYWORDS]'.

Based on the above information, can you give a short label of the topic of at most 5 words? A: """

representation_model = { "KeyBERT": KeyBERTInspired(), "LLM": LlamaCPP(llm, prompt=prompt), }

# Pre-calculate embeddings embedding_model = SentenceTransformer("BAAI/bge-small-en-v1.5") embeddings = embedding_model.encode(docs, show_progress_bar=True)

# Pre-reduce embeddings for visualization purposes reduced_embeddings = UMAP(n_neighbors=15, n_components=2, min_dist=0.0, metric='cosine', random_state=42).fit_transform(embeddings)

# Define sub-models umap_model = UMAP(n_neighbors=15, n_components=5, min_dist=0.0, metric='cosine', random_state=42) hdbscan_model = HDBSCAN(min_cluster_size=400, metric='euclidean', cluster_selection_method='eom', prediction_data=True)

Now that we have our models prepared, we can start training our topic model by using BERTopic with sub-model for Extract embeddings through SentenceTransformer, Reducing dimensionality through UMAP, cluster-reduced embeddings through HDBSCAN, and fine-tuning topic representations through Llama-3–8b-instruct and KeyBERTInspired. To get more details, check out this link.topic_model = BERTopic( # Sub-models embedding_model=embedding_model, umap_model=umap_model, hdbscan_model=hdbscan_model, representation_model=representation_model,

# Hyperparameters top_n_words=10, verbose=True )

# Train model topics, probs = topic_model.fit_transform(docs, embeddings)

# Show topics topic_model.get_topic_info()

After running .fit_transform, let’s see what kind of topics we get in visualization.# Prepare logo bertopic_logo_response = requests.get( "https://raw.githubusercontent.com/MaartenGr/BERTopic/master/images/logo.png", stream=True, headers={'User-Agent': 'My User Agent 1.0'} ) bertopic_logo = np.asarray(PIL.Image.open(bertopic_logo_response.raw))

# Create a label for each document llm_labels = [re.sub(r'\W+', ' ', label[0][0].split("\n")[0].replace('"', '')) for label in topic_model.get_topics(full=True)["LLM"].values()] llm_labels = [label if label else "Unlabelled" for label in llm_labels] all_labels = [llm_labels[topic+topic_model._outliers] if topic != -1 else "Unlabelled" for topic in topics]

In this visualization, some unwanted labels have come up, to avoid you have to test the sub-model with different hyperparameters and choose appropriate ones over your dataset

Furthermore, I would suggest you explore the original documentation and another article to understand it better.

Conclusion

The article explores topic modelling using advanced algorithms like BERTopic and Llama-3, highlighting their significance in managing vast amounts of unstructured text data. It explains the challenges faced by traditional topic modeling methods and introduces BERTopic as a robust algorithm leveraging Transformer models for clustering coherent topics. Llama-3, a next-gen large language model, is also introduced for its superior performance and capabilities.

The implementation process involves installing necessary packages, loading datasets, utilizing pre-trained models, generating embeddings, reducing dimensionality, clustering documents, and fine-tuning topic representations. The article concludes with a visualization using DataMapPlot to showcase clusters of similar documents labelled with topics derived from Llama-3–8b-instruct. Overall, these advancements empower businesses and researchers to extract meaningful insights from textual data efficiently, aiding in decision-making and knowledge discovery.

[jacobjones2110]

SEO Company in Los Angeles

Boost your online presence with our Los Angeles SEO service. Our experienced team at the leading Los Angeles SEO agency delivers outstanding results. Get started today!

Los Angeles SEO Company to Rank #1

Los Angeles has a booming entertainment and small business market, which has given rise to severe competition. One way that companies in Los Angeles can generate organic traffic is through search engine optimization (SEO). By its very definition, SEO is a process that helps your website rank among the topmost ones in search engine rankings. As a cascade effect, the top rankings help generate huge amounts of traffic, increase your brand presence online, and multiply your revenue. If you are new to SEO, you will require an SEO Company in Los Angeles to not only help you get new visitors to your site but also grow your business.

Los Angeles has become a hub for businesses thriving in the digital space for the past decade. With growing competition, consumer attention is far harder to grab than it was just a few years ago. Online businesses in Tinseltown have been pushed to enhance their online presence to keep their position in the market intact. This is where SEO has played a major role in keeping them afloat.

Los Angeles SEO has become a primary demand. It is no surprise that each business is trying to outshine their competitors’ SEO strategies to rank higher than them on search engines. 

This has created an imminent need for businesses to get in touch with SEO experts to carry the weight of tackling their website optimization to rank high in their domains. Having an experienced and result-driven Los Angeles SEO agency like Infidigit to generate, analyze, and implement SEO strategies has become the need of the hour.

What is SEO?

Search engines like Google and Bing use crawlers to obtain information about all the content available on the Internet. They crawl every page on the site, including internal and external links. The crawler uses this information to understand the kind of information that exists on the website and prepares an index. 

When users search the Web for a particular term or keyword, search engines use this index to provide a list of the best results. Several factors are taken into consideration to rank Web pages in a specific order. 

SEO is the process to evaluate and amend websites so that their visibility on search engines increases. With more visibility, a website can increase traffic, leads, conversions, and sales. Moreover, when your website ranks among the top results, users and search engines consider it to be trustworthy and reliable. Eventually, the demand for your product or service increases, leading to an enhanced online presence. 

Therefore, SEO is crucial for the growth of a business, irrespective of its size. The current market is highly competitive, and if you want to beat the competition, you need to improve the search engine rankings of your website.

Do I need SEO for a new website?

SEO is vital for all websites, regardless of new or old. Infidigit, an SEO company in Los Angeles can help your website rank higher by planning and crafting your website’s content in an SEO-friendly manner. 

When you start a new website, building a brand and increasing people’s awareness requires time and effort. SEO helps you improve search engine rankings and makes it easier for consumers to know more about your brand. Consumers can find your brand as soon as they search for keywords related to your offerings. 

SEO isn’t limited to the content on the website. It also assesses technical parameters like internal link structure, mobile-friendliness, usability, and so on. These factors determine user experience on your website and by extension, determine whether users will stay on your website or jump to another. 

SEO is different from paid advertising. It is a technique to increase traffic organically and, therefore, requires patience. You can expect to see a change, along with measurable results, within six months.

[bluescapevacations]

Finding the Perfect Florida Pet-friendly Rentals

Florida, with its sunny beaches, lush landscapes, and vibrant culture, is an ideal destination for a vacation. For pet owners, finding a vacation rental that welcomes furry friends can transform a good trip into a great one. Whether planning a beachside retreat or an adventure in the Everglades, securing a pet-friendly vacation rental ensures that your beloved pet is part of the fun. Here’s how to find the perfect Florida pet-friendly rentals.

Start with Research

The first step in finding the ideal pet-friendly vacation rental is thorough research. Begin by identifying your destination within Florida. Whether it's Miami’s lively atmosphere, Orlando’s family-friendly attractions, or the serene beauty of the Keys, narrowing down your location will help focus your search.

Use specialized vacation rental websites that offer filters for pet-friendly properties. Websites like Airbnb, Vrbo, and Booking.com have search options specifically for pet-friendly rentals. These platforms allow you to view detailed descriptions, read reviews, and compare various options to find the best fit for you and your pet.

Check Pet Policies

Once you’ve identified potential rentals, carefully review their pet policies. Each property has different rules regarding pets, so it’s crucial to ensure that the rental meets your needs. Look for details such as:

Size and Breed Restrictions: Some rentals have limitations on the size or breed of pets allowed. Verify that your pet fits within these parameters.

Pet Fees and Deposits: Many pet-friendly rentals charge additional fees or require a refundable deposit to cover potential damages. Understand these costs and factor them into your budget.

Number of Pets Allowed: Check if there is a limit on the number of pets you can bring. Some rentals may allow only one pet, while others may accommodate multiple pets.

Evaluate Pet-Friendly Amenities

A pet-friendly rental is not just about allowing pets; it should also offer amenities that make your stay comfortable for you and your pet. Consider the following:

Outdoor Space: Look for properties with fenced yards or nearby parks where your pet can play and exercise. A safe outdoor space is essential for a happy and healthy pet.

Pet-Friendly Beaches or Trails: If you’re heading to a beach destination, ensure that there are pet-friendly beaches or trails nearby. Some areas have restrictions on where pets are allowed, so having accessible options is crucial.

Pet Amenities: Some rentals provide additional amenities such as pet beds, bowls, or welcome treats. These extras can enhance your pet’s comfort and make your stay more enjoyable.

Read Reviews and Ask Questions

Reading reviews from previous guests can provide valuable insights into the property’s pet-friendliness. Look for feedback related to pets, such as the quality of the outdoor space and the overall experience of traveling with a pet.

Don’t hesitate to contact the property owner or manager with any specific questions you have about their pet policies or amenities. Clear communication can prevent misunderstandings and ensure your pet’s needs are met.

Plan for Pet Care

Even with the perfect pet-friendly rental, it’s essential to plan for your pet’s care during your stay. Bring along their favorite toys, bedding, and food to make them feel at home. Additionally, research nearby veterinary clinics and pet supply stores in case of emergencies or if you need to purchase additional supplies.

Finding the perfect pet-friendly vacation rental in Florida involves thorough research, understanding pet policies, evaluating amenities, and reading reviews. By following these steps, you can ensure that both you and your furry friend have a memorable and enjoyable vacation staying at rentals offered by BLUESCAPE Vacation Rentals. Florida’s diverse landscapes and welcoming atmosphere make it a fantastic destination for pets and their owners, so call 305-395-3799 and get ready for a fantastic adventure with your four-legged companion.

We’d love to connect with you on social media, and are active on Facebook, Twitter, Youtube and Instagram

[tdigitalmarketingguru]

How Google Ads Can Help You Reach Your Audience

In today’s competitive digital landscape, businesses are constantly looking for effective ways to connect with their target audience. One of the most powerful tools for doing this is Google Ads. With over 90% of global internet users accessing Google daily, this platform provides businesses with the opportunity to reach their audience in ways that are highly targeted, measurable, and scalable.

In this blog, we’ll explore how Google Ads can help your business connect with the right people at the right time and grow your brand’s visibility and conversions.

1. Target the Right Audience

Google Ads offers an unparalleled level of targeting options. Whether you want to focus on specific demographics, locations, or interests, Google Ads allows you to narrow down your audience. Some of the targeting options include:

Keywords: By bidding on relevant keywords, your ads will show up when users search for products or services similar to yours.

Location: You can target users in specific geographic locations, from countries down to neighborhoods.

Demographics: Target based on age, gender, income levels, and more.

Interests and Behaviors: Google Ads lets you reach users based on their past online behavior, interests, and search history.

By focusing on these parameters, you can ensure that your ads are only seen by those most likely to engage with your business.

2. Leverage Different Ad Formats

Google Ads isn’t just limited to search results. There are a variety of ad formats that allow you to reach your audience across Google’s vast network:

Search Ads: Text ads that appear on Google’s search engine results pages (SERPs) when users search for relevant terms.

Display Ads: Visual ads that show on Google’s partner websites, reaching users even when they aren’t searching directly for your products.

Video Ads: Ads that play on YouTube, helping you connect with users through engaging video content.

Shopping Ads: Perfect for e-commerce businesses, these ads allow you to showcase your products directly in search results with images and prices.

These diverse ad formats help you engage your audience in multiple ways, whether they're actively searching for something or passively browsing online.

3. Maximize Visibility with Search Intent

One of the main advantages of Google Ads is its ability to capture users based on search intent. This means your ads will be shown to users who are already interested in what you offer, as they are actively searching for related terms. Unlike traditional advertising, where you hope to catch someone’s attention, Google Ads places you right in front of your potential customers at the exact moment they’re looking for your products or services.

This search intent-driven advertising increases the likelihood of conversions, making your marketing budget more effective.

4. Control Your Budget with Flexibility

With Google Ads, you have complete control over your advertising budget. Whether you're a small startup or a large enterprise, you can set daily or monthly caps on spending. Additionally, Google Ads operates on a pay-per-click (PPC) model, meaning you only pay when someone clicks on your ad. This ensures that you’re spending money on engaged users rather than just impressions.

You can also adjust your bids based on the performance of your ads, scaling up what’s working and cutting back on what’s not.

5. Gain Insights with Data and Analytics

Google Ads offers in-depth reporting and analytics tools that allow you to measure the success of your campaigns. With data on impressions, clicks, conversions, and even user behavior, you can track which ads are driving the best results.

This transparency means you can continuously optimize your campaigns. For example, if certain keywords are performing well, you can allocate more budget to them, while refining your less successful ads.

6. Remarketing for Increased Engagement

Remarketing is one of the most powerful features of Google Ads. It allows you to reconnect with users who have visited your website but didn’t convert. By showing tailored ads to these users as they browse other websites or use Google services, you can remind them of your products or services, increasing the chances of a conversion.

Remarketing keeps your business top of mind for potential customers, creating more touchpoints in their buying journey.

7. Increase Brand Awareness

Even if users don’t immediately convert after seeing your ads, Google Ads is a fantastic tool for increasing brand awareness. By consistently appearing in search results, display networks, and on YouTube, your brand becomes more familiar to your audience. Over time, this familiarity can build trust, which can lead to increased conversions in the future.

8. Compete with Larger Brands

One of the biggest challenges for small businesses is competing with larger, more established brands. Google Ads levels the playing field by allowing you to compete for the same ad space as bigger competitors. With the right keyword strategy and compelling ad copy, your business can rank right alongside the big players in your industry.

Conclusion

Google Ads is a versatile and powerful tool that can help businesses of all sizes reach their target audience. With its robust targeting options, flexibility in budgeting, diverse ad formats, and insightful analytics, it offers unparalleled opportunities to grow your brand and boost your online presence.

If you’re looking to expand your reach, connect with potential customers, and drive more sales, Google Ads might be the solution you need. Start leveraging its potential today and take your business to the next level.

Do you want to run Google ads and reach your audience? Techtsy can help you with a range of digital marketing solution.

[vidainstitute]

7 Ways Google Ads Can Improve Your Marketing Strategy

Google Ads is an excellent advertising platform by which businesses can reach people with the greatest precision and efficiency. Be it brand building, driving traffic on the websites, or growing the conversion rate, Google Ads has a whole line of tools that prove to improve your marketing campaigns. The most important thing to understand about this medium is the proper features of the platform so that you can frame proper strategies to gain sizeable growth in your business. In this article, we will unveil seven ways Google Ads can help enhance your marketing strategy, along with the best insights from the Best Digital Marketing Institute in Raipur, through advanced techniques that you would master through an Advanced Digital Marketing Course in Raipur.

1. Targeting the Right Audience One of the biggest advantages of Google Ads lies in its exactly accurate targeting towards audiences. You can target your customers by several parameters like location, age, gender, and interests and also search behavior to ensure that your ads reach the exact right people. This helps businesses target users who are most likely to convert-meaning performance and ROI will improve.

You can also use remarketing techniques via Google Ads. This will then target those users who have earlier visited your site, having a greater chance of conversion. For instance, a user might visit an e-commerce site but did not make a purchase, then, Google Ads would, later on, display relevant ads with respect to the product to jog the user’s mind. It is therefore this form of retargeting that falls under crucial elements for improving overall marketing efficiency.

If you want to get good at targeting audience mastering, you can take admission in a Digital Marketing Course in Raipur, where under the guidance of experts, you can learn how to do it even more expertly. 2. Cost-Efficient Advertising with Pay-Per-Click (PPC) The Google Ads PPC model ensures that you only pay for the clicks. It’s always cost-effective and budget-friendly, as it does not require vast amounts of money for advertising. You can, therefore, control your daily budget and even your rate bids according to your financial capacity, so you have all sizes of businesses doing this campaign.

Google Ads also affords quite robust budgeting tools wherein you can set limits on spending and, to some extent, allocate your budget to specific campaigns. This gives full control over the spending so that one can optimise the same on the campaigns generating the maximum ROI.

With an Advanced Digital Marketing Course in Raipur, you will be taught ways of effective management of Google Ads budgets so as not to go beyond budget and get maximum ROI.

3. Google Search Instant Visibility Organic SEO would take months and months before seeing the fruits of labor. Google Ads ensures instant visibility because it will place your advertisement at the top of SERPs. This is very ideal for new businesses or for businesses introducing new products and services that would need to attract as much immediate attention as possible.

There is what one needs to do, but that would be perfect keyword choice and proper bid management. A really fine keyword strategy will ensure you maximize usage out of Google Ads, and you can do so by taking guidance from a Digital Marketing Academy in Raipur.

4. Measurable Results and Data-Driven Insights One of the most compelling reasons to use Google Ads is its ability to generate measurable results. The platform offers an enormous set of data and analytics that enables you to track campaign performance in real-time. From impressions and clicks to conversions and ROI, every aspect of advertisement efforts can be tracked and analyzed.

Google Ads also gives you a good view of some of these metrics, such as Quality Score, Click-Through Rate, and Cost Per Acquisition, enabling you to evaluate the efficiency of your campaigns. You will be able to make well-informed decisions about which keywords to bid on and which audiences to target besides optimizing your landing page further.

Perhaps, the secret to refining your marketing strategy lies in learning to read data into Google Ads. With an Advanced Digital Marketing Course in Raipur, you will be able to derive analytical skills so that you are able to convert data to informed action and your campaigns will never stop improving.

5. Increasing Brand Awareness Even if they never click on your ad, the mere fact that you’re appearing at the top of a search result will increase brand awareness. The more often your brand is exposed to users, the more chance there is that it will stick in their heads when they have a need to buy something. This is especially helpful for businesses trying to carve out space in their market.

Showcase Ads and Video Ads help you display your brand across a wide spread of web pages and websites, even on YouTube. It means that no matter where your customers are browsing online, they will come across your brand.

Sophisticated branding strategies are going to help the Google Ads campaigns run in such a way that maximum visibility is created for the brand with digital marketing training from a Digital Marketing Institute in Raipur.

6. Conversion Rates Go Up the Notch with Ad Extensions Google Ads also allows different types of ad extensions that will help increase or enhance the visibility and performance of your advertisements. Extensions include additional information to be added such as site links, call buttons, location information, and review snippets that give more details to users, making your ads more attractive and hence increasing their chances of clicks.

For instance, for example, if you have a local business in Raipur, you may use location extensions to show users your address and phone number, making it easier to contact you. Therefore, call extensions allow users to call your business directly from the ad, reducing the number of steps required to get in touch with you.

There is a lot to learn regarding ad extension for getting the maximum potential of conversions by your ads. The Best Digital Marketing Institute in Raipur trains you on hand-on training on how to make the most of ad extensions and get the best out of Google Ads campaigns.

7. Flexibility in Ad Format As such, one can have various formats of ads — from Search Ads to Display Ads, Video Ads, and Shopping Ads. Because of this versatility, you can choose the format best suited for your objective of marketing. For instance, if you have an e-commerce business, you may find that it is easier to have Shopping Ads displayed right on Google’s search results page together with images, prices, and even product descriptions.

Next, its Smart Bidding feature bases its machine learning to optimize your bids for every auction. This maximizes the chances of conversion because the ads reach the targeted audience at the right time.

To master these different ad formats and achieve business goals through them, getting an Advanced Digital Marketing Course in Raipur is worth it. Google Ads is an extremely versatile and mighty system, offering a whole range of tools to augment your marketing strategy: targeting specific audiences, minimizing the wastage of ad spend, measurable returns, and a variety of ads. It offers everything businesses need to succeed in the fast-moving and fiercely competitive online space.

Mastering Google Ads is possible only when you receive proper training according to your marketing strategy. For such a purpose, VIDA by Vaya Media is the Best Digital Marketing Institute in Raipur. They have their courses on Google Ads with advanced digital marketing techniques and data-driven strategies. Under their guidance, you’ll find enhanced optimization for your campaign, increase your ROI, and finally have success that lasts long.

[maharghaideovate]

Digital Advertising and Paid Campaign Strategies: Symbiosis Marketing Specialization

Digital advertising has changed the marketing landscape. The Symbiosis Distance Learning Center challenges its students by providing industry-leveraged skills: three top subjects PPC advertising, retargeting, and native advertising. Let's see how the next generation of marketers is trained to make all the difference with digital ad campaigns.

PPC Advertising: Mastering the Art of Paid Search

Pay-per-click advertising is the heart of most digital marketing strategies. MBA Degree students learn at Symbiosis Distance Learning how to:

· "Do Keyword Research: Use tools like Google Keyword Planner to identify those money words."

· "Craft Compelling Ad Copy: Pick the right words to put in ads to catch attention and drive clicks within character limits."

· "Optimize Landing Pages: Design pages that convert clicks into payers."

· "Manage Bids: How to max out ROI while balancing cost-per-click and budget constraints."

Hands-on training on PPC.

The theory doesn't interest students of Symbiosis Correspondence Courses. Hands-on experience: Simulated Campaigns: Simulating actual Google Ads campaigns with real-time constraints.

· A/B Testing: Testing variations for ads to enhance performance.

· Budget Management: Allocation of funds across campaigns and ad groups.

· Performance Analysis: The help of Google Analytics measures campaign performance and points out the areas of improvement.

By the end of the course, one can set up, manage, and optimize multiple platform PPC campaigns with confidence.

Retargeting: Bringing Customers Back

Retargeting is a lovely way to re-engage potential customers. Symbiosis students learn about:

· Pixel Setup: Installation of tracking codes on sites for the creation of lists of audiences

· Audience Segmentation: Targeted list of users based on behavioral and demographic parameters

· Cross-platform Retargeting: Reaching of users across various devices and platforms.

· Creativity in Solutions: Developing ads for specific user behavior and interest

Practical Retargeting Projects

As a culmination of the acquired knowledge, the students work on practical projects in the following way:

· E-commerce Retargeting: Developing campaigns to follow up on abandoned carts

· Content Marketing Retargeting: Developing ideas to retarget blog readers using related content

· App Install Retargeting: Developing campaigns to bring users back to mobile applications

· Frequency Cap: Approaches towards avoiding ad fatigue.

The above activities will enable the students to execute retargeting campaigns in their future jobs.

Native Advertising: Blending in to Stand Out

Native ads are a good option for reaching an audience with less intrusiveness. Symbiosis Distance Learning Center teaches students to:

· Identify native platforms--know the right channels to place native ads

· Create engaging content that delivers value to readers as part of sponsored content

· Design ads suitable to different publishing environments

· Measure native ad performance using metrics beyond clicks

Native Advertising workshops

Students are trained via workshops for native advertising skills

· Content creation: Sponsored articles that give the look and feel of publisher content

· Visual Design: Advertisements that should have the look and feel of social media sites.

· Ethical considerations: Balancing between effectiveness and transparency in native campaigns

· Publisher collaboration: Make one understand how to work with content platforms so that their ads can perform better.

These workshops ensure that the students come out with campaigns that elicit engagement from the people and are in line with what the platform allows.

All-Inclusive Campaign Development

Here, at Symbiosis, students learn how to get PPC, retargeting, native ads, and more to wean themselves to become full digital campaigns, which are

· Base Campaign Planning: Tactics that have learned how to play on the abilities of each ad type

· Budget Allocations: Distributing the available money among multiple channels offering optimal results

· Cross-Channel Messaging: Aligning the branding and message.

· Performance Monitoring: Analyzing the broader impact of using more than one ad campaign.

Capstone Project

A culmination activity of learning, the students undertake a capstone project:

· Brief Development: It includes developing an in-depth digital advertisement for a living or fictional brand.

· Strategy Formulation: Suggest a multi-channel approach that will use PPC, retargeting, and native ads.

· Campaign Implementation: Based on the strategy formulated, there will be the implementation of the same in a simulated model.

· Results Analysis: Measure performance develop recommendations and present findings.

Through this program, learners can demonstrate the ability to design and run digital ad campaigns that resonate in the real world.

Conclusion: Dynamic Experts in Digital Advertising

The Symbiosis Marketing Specialization fosters learning in PPC advertising, retargeting, and native advertising to create an impact in digital advertising. The placements take students out of classrooms and into a simulated and practicum world, ready for them to transfer knowledge and enhance skills learned through projects and the simulation of real-world models. This Symbiosis Distance Learning Center course will serve as a great backbone for businesses willing to reinforce their digital advertisement activities or aspiring marketers who want to specialize in this field.