#B Tech information science and engineering

[srikrishnainstitute]

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[getindumdums]

Ok. I think it’s time we talked. About Uranium.

You see I actually know a thing or two about it. I love science. And the idea that rottmnt Donatello, can’t get any. Well… you can BUY it. And get more for your buck than you may assume. And it isn’t as dangerous as you think! (I’m not mad, I swear!) But! It IS a great, powerful source of energy.

Uranium comes in rock, and powder, yes powder. Uranium glassware that glows if you’re feeling fancy.

So we need to ask. Can Rise Donnie convert it, the price, and can he get enough of it?

First. Donnie is primarily an engineer. Plus he has a love for botany. BUT! He has stated “Geology stinks”. It’s a boring science to him. And we neurodiverse folks can’t focus on and forget things we aren’t interested in. So? He’s SMART! Surely he could get past this hurdle for something he’s clearly passionate about right?

What’s more, conversion is chemistry. Well we don’t see him so much of chemistry either. But! It is implied with the deleted episode where he was submitting a giant pumpkin into a contest, that he modified it. And THAT’S chemistry. So we’ll file this into “very likely”. Even if there was a LARGE chance it was gonna grow a mouth and attack everyone…

So. The price. US citizens are only allowed to legally purchase up to 3.3 pounds of uranium, and have a limited amount they can own. But for a low $50-100! You TOO! Can get a box of rocks!

Perhaps this is a main reason why he started his secret Stark tech company, WITH an apparel line! Considering he was counting a heap of cash. I think he was doing well off it. (Though perhaps he was struggling with it after Shredder wrecked the lab.) Plus with SHELLDON shown stealing from ATMs apparently being a thing. I don’t think money is an issue.

(Though considering he “didn’t have money” to give to Mantis, he could a. Been hiding his money so his bros wouldn’t find out/also not give a villain money. B. His company isn’t accessible to the public (yet?) and he actually stole it from an ATM or something.)

So. Can he get enough for what he needs? He probably needs a lot of it right?

The thing is. Uranium is abundant. REALLY abundant. You can mine for it yourself. So, surely a “reasonable” demand to ask for!

But perhaps this is why he spent so much time, and effort on a giant … drill.

So I can only conclude that: Donnie is banned from uranium by his family. “It’s not as dangerous as you think!” He shouts. But woe is the mad scientist with questionable intentions!

(Imagine him begging Leo to use his sword to teleport him to a mine. Pfft!)

And so, he’s been slowly, slowly, collecting uranium samples. Has him hidden away. Changing his information every time to hide his intentions from the FBI and government. While developing ways on mining it himself.

There’s literally no excuse for Donnie not to get his hands on uranium. It’s not a matter of IF. Just WHEN. He will get his hands on uranium.

So WHAT. Is his first use for this? Perhaps… a titanium Ironman suit fueled by a miniature nuclear reactor!

[mostlysignssomeportents]

AI is a WMD

I'm in TARTU, ESTONIA! AI, copyright and creative workers' labor rights (TOMORROW, May 10, 8AM: Science Fiction Research Association talk, Institute of Foreign Languages and Cultures building, Lossi 3, lobby). A talk for hackers on seizing the means of computation (TOMORROW, May 10, 3PM, University of Tartu Delta Centre, Narva 18, room 1037).

Fun fact: "The Tragedy Of the Commons" is a hoax created by the white nationalist Garrett Hardin to justify stealing land from colonized people and moving it from collective ownership, "rescuing" it from the inevitable tragedy by putting it in the hands of a private owner, who will care for it properly, thanks to "rational self-interest":

https://pluralistic.net/2023/05/04/analytical-democratic-theory/#epistocratic-delusions

Get that? If control over a key resource is diffused among the people who rely on it, then (Garrett claims) those people will all behave like selfish assholes, overusing and undermaintaining the commons. It's only when we let someone own that commons and charge rent for its use that (Hardin says) we will get sound management.

By that logic, Google should be the internet's most competent and reliable manager. After all, the company used its access to the capital markets to buy control over the internet, spending billions every year to make sure that you never try a search-engine other than its own, thus guaranteeing it a 90% market share:

https://pluralistic.net/2024/02/21/im-feeling-unlucky/#not-up-to-the-task

Google seems to think it's got the problem of deciding what we see on the internet licked. Otherwise, why would the company flush $80b down the toilet with a giant stock-buyback, and then do multiple waves of mass layoffs, from last year's 12,000 person bloodbath to this year's deep cuts to the company's "core teams"?

https://qz.com/google-is-laying-off-hundreds-as-it-moves-core-jobs-abr-1851449528

And yet, Google is overrun with scams and spam, which find their way to the very top of the first page of its search results:

https://pluralistic.net/2023/02/24/passive-income/#swiss-cheese-security

The entire internet is shaped by Google's decisions about what shows up on that first page of listings. When Google decided to prioritize shopping site results over informative discussions and other possible matches, the entire internet shifted its focus to producing affiliate-link-strewn "reviews" that would show up on Google's front door:

https://pluralistic.net/2024/04/24/naming-names/#prabhakar-raghavan

This was catnip to the kind of sociopath who a) owns a hedge-fund and b) hates journalists for being pain-in-the-ass, stick-in-the-mud sticklers for "truth" and "facts" and other impediments to the care and maintenance of a functional reality-distortion field. These dickheads started buying up beloved news sites and converting them to spam-farms, filled with garbage "reviews" and other Google-pleasing, affiliate-fee-generating nonsense.

(These news-sites were vulnerable to acquisition in large part thanks to Google, whose dominance of ad-tech lets it cream 51 cents off every ad dollar and whose mobile OS monopoly lets it steal 30 cents off every in-app subscriber dollar):

https://www.eff.org/deeplinks/2023/04/saving-news-big-tech

Now, the spam on these sites didn't write itself. Much to the chagrin of the tech/finance bros who bought up Sports Illustrated and other venerable news sites, they still needed to pay actual human writers to produce plausible word-salads. This was a waste of money that could be better spent on reverse-engineering Google's ranking algorithm and getting pride-of-place on search results pages:

https://housefresh.com/david-vs-digital-goliaths/

That's where AI comes in. Spicy autocomplete absolutely can't replace journalists. The planet-destroying, next-word-guessing programs from Openai and its competitors are incorrigible liars that require so much "supervision" that they cost more than they save in a newsroom:

https://pluralistic.net/2024/04/29/what-part-of-no/#dont-you-understand

But while a chatbot can't produce truthful and informative articles, it can produce bullshit – at unimaginable scale. Chatbots are the workers that hedge-fund wreckers dream of: tireless, uncomplaining, compliant and obedient producers of nonsense on demand.

That's why the capital class is so insatiably horny for chatbots. Chatbots aren't going to write Hollywood movies, but studio bosses hyperventilated at the prospect of a "writer" that would accept your brilliant idea and diligently turned it into a movie. You prompt an LLM in exactly the same way a studio exec gives writers notes. The difference is that the LLM won't roll its eyes and make sarcastic remarks about your brainwaves like "ET, but starring a dog, with a love plot in the second act and a big car-chase at the end":

https://pluralistic.net/2023/10/01/how-the-writers-guild-sunk-ais-ship/

Similarly, chatbots are a dream come true for a hedge fundie who ends up running a beloved news site, only to have to fight with their own writers to get the profitable nonsense produced at a scale and velocity that will guarantee a high Google ranking and millions in "passive income" from affiliate links.

One of the premier profitable nonsense companies is Advon, which helped usher in an era in which sites from Forbes to Money to USA Today create semi-secret "review" sites that are stuffed full of badly researched top-ten lists for products from air purifiers to cat beds:

https://housefresh.com/how-google-decimated-housefresh/

Advon swears that it only uses living humans to produce nonsense, and not AI. This isn't just wildly implausible, it's also belied by easily uncovered evidence, like its own employees' Linkedin profiles, which boast of using AI to create "content":

https://housefresh.com/wp-content/uploads/2024/05/Advon-AI-LinkedIn.jpg

It's not true. Advon uses AI to produce its nonsense, at scale. In an excellent, deeply reported piece for Futurism, Maggie Harrison Dupré brings proof that Advon replaced its miserable human nonsense-writers with tireless chatbots:

https://futurism.com/advon-ai-content

Dupré describes how Advon's ability to create botshit at scale contributed to the enshittification of clients from Yoga Journal to the LA Times, "Us Weekly" to the Miami Herald.

All of this is very timely, because this is the week that Google finally bestirred itself to commence downranking publishers who engage in "site reputation abuse" – creating these SEO-stuffed fake reviews with the help of third parties like Advon:

https://pluralistic.net/2024/05/03/keyword-swarming/#site-reputation-abuse

(Google's policy only forbids site reputation abuse with the help of third parties; if these publishers take their nonsense production in-house, Google may allow them to continue to dominate its search listings):

https://developers.google.com/search/blog/2024/03/core-update-spam-policies#site-reputation

There's a reason so many people believed Hardin's racist "Tragedy of the Commons" hoax. We have an intuitive understanding that commons are fragile. All it takes is one monster to start shitting in the well where the rest of us get our drinking water and we're all poisoned.

The financial markets love these monsters. Mark Zuckerberg's key insight was that he could make billions by assembling vast dossiers of compromising, sensitive personal information on half the world's population without their consent, but only if he kept his costs down by failing to safeguard that data and the systems for exploiting it. He's like a guy who figures out that if he accumulates enough oily rags, he can extract so much low-grade oil from them that he can grow rich, but only if he doesn't waste money on fire-suppression:

https://locusmag.com/2018/07/cory-doctorow-zucks-empire-of-oily-rags/

Now Zuckerberg and the wealthy, powerful monsters who seized control over our commons are getting a comeuppance. The weak countermeasures they created to maintain the minimum levels of quality to keep their platforms as viable, going concerns are being overwhelmed by AI. This was a totally foreseeable outcome: the history of the internet is a story of bad actors who upended the assumptions built into our security systems by automating their attacks, transforming an assault that wouldn't be economically viable into a global, high-speed crime wave:

https://pluralistic.net/2022/04/24/automation-is-magic/

But it is possible for a community to maintain a commons. This is something Hardin could have discovered by studying actual commons, instead of inventing imaginary histories in which commons turned tragic. As it happens, someone else did exactly that: Nobel Laureate Elinor Ostrom:

https://www.onthecommons.org/magazine/elinor-ostroms-8-principles-managing-commmons/

Ostrom described how commons can be wisely managed, over very long timescales, by communities that self-governed. Part of her work concerns how users of a commons must have the ability to exclude bad actors from their shared resources.

When that breaks down, commons can fail – because there's always someone who thinks it's fine to shit in the well rather than walk 100 yards to the outhouse.

Enshittification is the process by which control over the internet moved from self-governance by members of the commons to acts of wanton destruction committed by despicable, greedy assholes who shit in the well over and over again.

It's not just the spammers who take advantage of Google's lazy incompetence, either. Take "copyleft trolls," who post images using outdated Creative Commons licenses that allow them to terminate the CC license if a user makes minor errors in attributing the images they use:

https://pluralistic.net/2022/01/24/a-bug-in-early-creative-commons-licenses-has-enabled-a-new-breed-of-superpredator/

The first copyleft trolls were individuals, but these days, the racket is dominated by a company called Pixsy, which pretends to be a "rights protection" agency that helps photographers track down copyright infringers. In reality, the company is committed to helping copyleft trolls entrap innocent Creative Commons users into paying hundreds or even thousands of dollars to use images that are licensed for free use. Just as Advon upends the economics of spam and deception through automation, Pixsy has figured out how to send legal threats at scale, robolawyering demand letters that aren't signed by lawyers; the company refuses to say whether any lawyer ever reviews these threats:

https://pluralistic.net/2022/02/13/an-open-letter-to-pixsy-ceo-kain-jones-who-keeps-sending-me-legal-threats/

This is shitting in the well, at scale. It's an online WMD, designed to wipe out the commons. Creative Commons has allowed millions of creators to produce a commons with billions of works in it, and Pixsy exploits a minor error in the early versions of CC licenses to indiscriminately manufacture legal land-mines, wantonly blowing off innocent commons-users' legs and laughing all the way to the bank:

https://pluralistic.net/2023/04/02/commafuckers-versus-the-commons/

We can have an online commons, but only if it's run by and for its users. Google has shown us that any "benevolent dictator" who amasses power in the name of defending the open internet will eventually grow too big to care, and will allow our commons to be demolished by well-shitters:

https://pluralistic.net/2024/04/04/teach-me-how-to-shruggie/#kagi

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/05/09/shitting-in-the-well/#advon

Image: Cryteria (modified) https://commons.wikimedia.org/wiki/File:HAL9000.svg

CC BY 3.0 https://creativecommons.org/licenses/by/3.0/deed.en

--

Catherine Poh Huay Tan (modified) https://www.flickr.com/photos/68166820@N08/49729911222/

Laia Balagueró (modified) https://www.flickr.com/photos/lbalaguero/6551235503/

CC BY 2.0 https://creativecommons.org/licenses/by/2.0/

[ts-wicked-wonders]

1. George Washington Carver (1864–1943):

An agricultural chemist, Carver developed alternative farming methods and is best known for his work with peanuts, introducing crop rotation techniques to improve soil fertility.

2. Dr. Shirley Ann Jackson (b. 1946):

A theoretical physicist, Dr. Jackson was the first African-American woman to earn a doctorate from MIT. Her research in physics led to advancements in telecommunications, including developments in caller ID and fiber-optic cables.

3. Katherine Johnson (1918–2020):

A mathematician whose calculations of orbital mechanics were critical to the success of U.S. crewed spaceflights, including John Glenn’s orbital mission in 1962. Her story gained widespread recognition through the book and film “Hidden Figures.”

4. Dr. Gladys West (b. 1930):

A mathematician whose work on satellite geodesy models was instrumental in the development of the Global Positioning System (GPS).

5. Roy L. Clay Sr. (1929–2024):

Known as the “Godfather of Silicon Valley,” Clay was a computer scientist who led the team that developed Hewlett-Packard’s first minicomputer and was instrumental in breaking racial barriers in the tech industry.

6. Dr. Mae Jemison (b. 1956):

A physician and NASA astronaut, Dr. Jemison became the first African-American woman to travel in space aboard the Space Shuttle Endeavour in 1992.

7. Dr. Neil deGrasse Tyson (b. 1958):

An astrophysicist and science communicator, Dr. Tyson has made significant contributions to the public’s understanding of space and science through his work at the Hayden Planetarium and various media appearances.

8. Dr. Kizzmekia Corbett (b. 1986):

An immunologist who played a leading role in the development of the Moderna COVID-19 vaccine, contributing to the fight against the global pandemic.

9. Dr. Daniel Hale Williams (1856–1931):

A pioneering surgeon, Dr. Williams performed one of the first successful open-heart surgeries in 1893. He also founded Provident Hospital in Chicago, the first non-segregated hospital in the United States.

10. Dr. Patricia Bath (1942–2019):

An ophthalmologist and inventor, Dr. Bath was the first African American woman to receive a medical patent. She invented the Laserphaco Probe, a device used to treat cataracts, significantly advancing eye surgery.

11. Dr. Charles Drew (1904–1950):

A physician and medical researcher, Dr. Drew developed improved techniques for blood storage and organized large-scale blood banks during World War II, saving countless lives. He was also the first African American to earn a Doctor of Medical Science degree from Columbia University.

12. Dr. James E. West (b. 1931):

An acoustician and inventor, Dr. West co-invented the electret microphone, a device used in approximately 90% of modern microphones, including those in telephones and hearing aids. He holds over 250 patents and has been a strong advocate for diversity in STEM fields.

13. Dr. Thomas Mensah (1950–2024):

A chemical engineer, Dr. Mensah made significant contributions to the development of fiber optic technology, which revolutionized telecommunications. He held 14 patents and was inducted into the National Academy of Inventors in 2015.

14. Marian Croak (b. 1955):

A computer scientist, Croak pioneered Voice over Internet Protocol (VoIP) technology, enabling voice communication over the internet. She holds over 200 patents and was inducted into the National Inventors Hall of Fame in 2022.

15. Dr. David Blackwell (1919–2010):

A renowned mathematician and statistician, Dr. Blackwell was the first African American inducted into the National Academy of Sciences. He made significant contributions to game theory, probability theory, and information theory.

These individuals represent just a few of the many Black pioneers who have made groundbreaking contributions to science and technology. Their work continues to inspire future generations in STEM fields.

[nyoaeuikhoudu]

Elite Force highschool hc's

stealing this idea from @texanmarcusdavenport because I too have headcannons that I must scream into the void.

Centium city is located close enough to Logan High that the kids all go there. Bree and Chase changed their last names so they can go to Logan without being recognized. Their alias last name is "Douglas" because they're not creative and it's hilarious to see their teachers meet Douglas Douglas during conferences.

While the bionic teens are well known around the world, there wasn't quite as much coverage of them in the Philly area because it wasn't super local, so Bree and Chase are able to fly under the radar easier since they're not household names around here.

Idk if yall know what this is, but I feel like it would be fun to have their school structured under the academy system. In short, along with required core classes like math and english, you have to pick an area of interest or career for your other classes. You get cords for completing courses in your academy and most of your electives will be centered around that area of study, plus it helps with college applications.

As always, we'll do this in alphabetic order

Bree:

After much deliberation, she decided on the Natural Resources and Agriculture academy (green). She originally wanted to do Human Services and join ROTC for drill, but Chase wouldn't let her because that would draw too much attention to them.

- her adhd makes it difficult to retain information, so she struggles with classwork, especially lectures.

- in the gifted program w/ Oliver (Chase is jealous lol) no, the gifted program is not based on grades, it's IQ based.

- not super interested in her academy, mostly just in it for the field trips.

- thrives in English classes, can whip out a grade A essay in 20 minutes.

- expert procrastinator, usually doing her homework the morning it's due or in between classes

Chase:

Part of the Business and Computer Technology academy (blue). Though he'd probably thrive more in Engineering, he mostly just joined to work towards inheriting Davenport Industries like Donald wants him to.

- very booksmart

- sacrificed his perfect GPA for maintaining cover. (He's sitting at 3.5, though he's definitely capable of 4.0)

- not the most social, trying his best to lay low.

- started working the schools coffee shop and snack hut for the finance side of things

- refused to test for the gifted program, pissed that Bree did behind his back despite his insistence that they don't draw attention to themselves.

Connie/Skylar:

Part of the Arts and Communications academy (purple). While she's not particularly skilled in the arts, she does enjoy marching band and likes spending time with Jordan and Gus (who are also both in AnC, art and film respectively.)

- gets decent grades. B average

- took an interest in theatre after Gus's Skylar Storm movie, and now helps out on tech.

- works the booth for shows, light design and helps out with mic checks

- surprisingly good at history for an alien- she convinced Chase to join her at history bowl and their team obliterated the other schools.

- involved in multiple sports, namely wrestling and dance team, but colour guard is still her favourite.

- so used to the name Connie that she doesn't even realise when people call her that outside of school, though the twins still slip up and call her Skylar in class.

Kaz:

Part of Health Sciences academy (red) to help with work, though he's less serious about it. If given a choice, he'd choose not to belong to any academy and just go home. He focuses more on the sports injury side of things, learning how to prevent injury rather than treat it for the most part.

- his grades don't reflect his intelligence

- struggles in class due to his adhd

- the only reason he's not failing his medical courses is because Oliver helps keep him on task

- tried three other academies before MM, none seemed to fit him best.

- the only elective he takes outside of HnS is shop, he especially loves welding and blacksmithing.

Oliver:

Also in the Health Sciences academy (red). Though he originally joined because of Mighty Med, he actually found a love for field, focusing on the Medical side. He's been taking extra science classes for fun along with academy courses.

- gets good grades, but definately not perfect.

- terrible at anything that requires math

- builds study dates into his schedule to spend time with Kaz and help him learn the material.- has been in the gifted program since elementary school.

- was originally part of AnC with the rest of his friend group, but switched early his sophomore year when he started working at MM

- still participates in band, playing the oboe for concert and marimba for marching season.

Ages:

Skylar is a senior, everyone else is a junior.

[rappaccini]

regarding gwen's scientist leanings...

(note: i'm looking off of this)

her high scientific aptitude is mostly the default. 11/17 times (14, if you count 65b, 18157 and 26496, who are straight-a students without generalization) gwen's canonically stem-oriented.

[the others: 65a/8, 684, 1610: all punk gwens]

her specialty varies. she's a biochemistry major five times (616, 617, 120703, 1074; we don't know what 6160 studied, but given that she runs a biotech company, it was probably that). she's into engineering and technology three times (3109, 457, 17628). she's a physics student twice (96283; technically 65b). she's a psychiatrist once (21798).

every time gwen's a stated biochem major, she grew up with her mom, and all but 120703 are confirmed to enjoy baking. and little girls, especially in the 1960s, tend to have their first exposure to chemistry through baking with their mothers. maybe that's how she discovered her love of that particular subscience.

even when gwen doesn't end up working as a scientist, she incorporates it into her work and vigilantism: she runs a biotech company (6160). she's a detective who uses forensics to track her leads (617; and the default description for spider-gwen implies that she uses a detective's skillset). she's a psychiatrist whose biochem background would help her prescribe medications for her patients (21798).

the one time gwen makes it to college and doesn't graduate with a degree in a hard science, her usual friend group (harry and flash) are both political science majors who want to work in government. it's never stated if gwen's in their program, and in this timeline, she's being sexually abused by a professor who's usually a science teacher in most continuities, so it's more likely that she was a science major and switched tracks to get away from him. she's not a psychiatrist because she was naturally drawn to the profession. she's one because it's what she was left with, and because it helped her process her trauma. and psychiatry approaches mental health from a neurochemical perspective, so she's still using that scientific background. (21798)

related: all the tech-specific gwens use their skills in robotics and coding to supplement their super-suits and/or assist their teams. and gwen-457 also enjoys baking-- which makes one wonder if these gwens started as biochem specialists, but switched to tech because it was considered more useful.

related: gwen-96283 and gwen-65b are both introduced in physics classrooms. while 96283 sits at the front of the class and is a responsive student, 65b stays quiet in the middle, but only to avoid suspicion; she's smart enough to intuit, with no outside help, that she needs to head to alchemax to find the information and technology necessary to get back to her home dimension, was such a convincing 'intern' that she got past security by walking right in, and can calculate the angles of elaborate jumps in milliseconds. again, we see an instance of gwen's non-biochem specialty driven by pragmatism: a need to get home, and to be a good spider-woman.

and regardless of whether gwens 65a and b liked biochem, they were clearly still good at it, because that's how they were formulating their synthetic webbing.

the same goes for 18157, who shows a strong preference for music, but is a good enough student to attend standard high (which, as the school for nyc's richer students, gwen could only afford on a scholarship), and to nab the school's sole slot in the daily bugle's prestigious internship program. she might not like science, but she's got to be good at it to be where she is.

it's pretty much a given that gwen's a good student by default. sometimes she even goes so far as being a teacher's pet. the only time she's considered a 'bad' student is in 1610 and 18157, where it's for her behavior rather than her grades.

her mother is the engine behind gwen's popularity, and not coincidentally, the only continuity where she was never raised by her mother and still became somewhat popular (17628) is the one where gwen goes to horizon high, a school for teen geniuses, where she's so in her element that she's able to transcend that lack of conventional social graces.

otherwise, though her mother's the one getting gwen into the fanciest schools, gwen's smart enough to get into gifted programs on her own, and often does even when her mother isn't in the picture (65b, 17628, 18157).

so in general, gwen stacy is hard-wired to be interested in and good at science, as well as math. her intelligence is a given; it's whether she's willing to use it in a conventional educational or professional setting that varies.

biochemistry is gwen's specialty, but she's versatile enough to switch to a different one to satisfy her own needs or the needs of the people around her-- for gwen, pragmatism outweighs passion when it comes to what science she sticks with… but even if she can't practice science as a career, she usually finds ways to incorporate it anyway.

(strangely, 65a and 684 are a bit of an outlier in this regard. these gwens are firmly focused on music, seldom use scientific solutions to defeat villains, and feel their way through problems rather than thinking out of them. tbh, i've never liked how THE mainstream spider-gwens are the ones whose intelligence has been largely ignored in favor of physical strength and emotional motivation, by both writers and fandom. even 65b is still ultimately driven by feelings (for the men in her life 😐), and her intelligence is either a plot device to put her in the same situations as miles (visions, alchemax), or framed as ~another thing she has in common with him, omg she’s his soulmate!🙄~ than a trait of her own.

it's just very... hmmm to me that gwen's intelligence and booksmarts, her defining personality trait, was the first thing to get massively downplayed when she got superpowers. i want to say it started as a side effect of gwen-1610 being the blueprint for gwen-65a/the original spider-gwen, but it's stayed gone for a bigger, shittier, more sexist reason.)

[cherrari]

sorry if this is too personal and pls ignore if you want to, i remember you said you work as a writer before. do you mind explaining what kind of writing you do and how you got into it?

i work as a technical writer. more specifically i work as a technical writer for a software company. right now i'm writing client-facing stuff but previously (at my last company) i worked on aws and rest api documentation for engineers

as for how i got into it, my degree is in something completely unrelated. but i went to a prestigious (relative to where i live) school with an extremely good internship program, and because the program wasn't restricted to only jobs related to your degree, i was able to get jobs in technical writing despite the zero correlation. i was really lucky to have my first few internships be with massive companies which helped build my resume for after i graduated

this is of course not the most representative experience. from what i can tell most technical writers are either a) people who majored in something like english and then took online certifications in coding, or b) people who majored in computer science, engineering, etc. who happen to be good writers

having an above average understanding of any coding language but especially javascript (typescript), go, python, and java helps a lot in landing jobs in tech. at my old job my coworker (who had the same responsibilities as me) really struggled with the workload that i found very easy, mainly because he didn't know any coding languages and so it took him a lot longer to parse the information we were given

[allaboutmarketing4you]

How Google Maps, Spotify, Shazam and More Work

"How does Google Maps use satellites, GPS and more to get you from point A to point B? What is the tech that powers Spotify’s recommendation algorithm?

From the unique tech that works in seconds to power tap-to-pay to how Shazam identifies 23,000 songs each minute, WSJ explores the engineering and science of technology that catches our eye.

Chapters:

0:00 Google Maps

9:07 LED wristbands

14:30 Spotify’s algorithm

21:30 Tap-to-Pay

28:18 Noise-canceling headphones

34:33 MSG Sphere

41:30 Shazam "

Source: The Wall Street Journal

#Tech#Algorithm#WSJ

Additional information:

" How Does Google Map Works?

Google Maps is a unique web-based mapping service brought to you by the tech giant, Google. It offers satellite imagery, aerial photography, street maps, 360° panoramic views of streets, real-time traffic conditions, and route planning for traveling by foot, car, bicycle, or public transportation.

A short history of Google maps:

Google Maps was first launched in February 2005, as a desktop web mapping service. It was developed by a team at Google led by Lars and Jens Rasmussen, with the goal of creating a more user-friendly and accurate alternative to existing mapping services. In 2007, Google released the first version of Google Maps for mobile, which was available for the Apple iPhone. This version of the app was a huge success and quickly became the most popular mapping app on the market. As time has passed, Google Maps has consistently developed and enhanced its capabilities, including the addition of new forms of map data like satellite and aerial imagery and integration with other Google platforms like Google Earth and Google Street View.

In 2013, Google released a new version of Google Maps for the web, which included a redesigned interface and new features like enhanced search and integration with Google+ for sharing and reviewing places.

Today, Google Maps is available on desktop computers and as a mobile app for Android and iOS devices. It is used by millions of people around the world to get directions, find places, and explore new areas.

How does google maps work?

Google Maps works by using satellite and aerial imagery to create detailed maps of the world. These maps are then made available to users through a web-based interface or a mobile app.

When you open Google Maps, you can search for a specific location or browse the map to explore an area. You can also use the app to get directions to a specific place or find points of interest, such as businesses, landmarks, and other points of interest. Google Maps uses a combination of GPS data, user input, and real-time traffic data to provide accurate and up-to-date information about locations and directions. The app also integrates with other Google services, such as Google Earth and Google Street View, to provide additional information and features.

Overall, Google Maps is a powerful tool that makes it easy to find and explore locations around the world. It’s available on desktop computers and as a mobile app for Android and iOS devices.

Google uses a variety of algorithms in the backend of Google Maps to provide accurate and up-to-date information about locations and directions. Some of the main algorithms used by Google Maps include:

Image recognition: Google Maps uses image recognition algorithms to extract useful information from the satellite and street view images used to create the map. These algorithms can recognize specific objects and features in the images, such as roads, buildings, and landmarks, and use this information to create a detailed map of the area.

Machine learning: Google Maps uses machine learning algorithms to analyze and interpret data from a variety of sources, including satellite imagery, street view images, and user data. These algorithms can identify patterns and trends in the data, allowing Google Maps to provide more accurate and up-to-date information about locations and directions.

Geospatial data analysis: Google Maps uses geospatial data analysis algorithms to analyze and interpret data about the earth’s surface and features. This includes techniques like geographic information systems (GIS) and geospatial data mining, which are used to extract useful information from large datasets of geospatial data.

Overall, these algorithms are an essential part of the backend of Google Maps, helping the service to provide accurate and up-to-date information to users around the world.

Google Maps uses a variety of algorithms to determine the shortest path between two points:

Here are some of the algorithms that may be used:

Dijkstra’s algorithm: This is a classic algorithm for finding the shortest path between two nodes in a graph. It works by starting at the source node and progressively exploring the graph, adding nodes to the shortest path as it goes.

A* search algorithm: This is another popular algorithm for finding the shortest path between two points. It works by combining the benefits of Dijkstra’s algorithm with a heuristic function that helps guide the search toward the destination node.

It’s worth noting that Google Maps may use a combination of these algorithms, as well as other specialized algorithms, to determine the shortest path between two points. The specific algorithms used may vary depending on the specifics of the route, such as the distance, the number of turns, and the type of terrain. "

Source: geeksforgeeks.org - -> You can read the full article at geeksforgeeks.org

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[shilpicm]

Gateway to Greatness: Premier MBA Colleges in Chennai Fueling Business Brilliance

Chennai, the cultural capital of South India, is also a powerhouse for management education. With its blend of heritage, technology parks, and corporate growth, the city has become a magnet for aspiring MBA students. From globally recognized institutes to emerging business schools, Chennai offers a range of choices for students looking to build a successful career in management.

1. Indian Institute of Technology Madras – Department of Management Studies (DoMS)

IIT Madras isn’t just an engineering giant—its Department of Management Studies (DoMS) is among the most prestigious B-schools in India. Known for its rigorous academic framework and industry-oriented programs, DoMS offers MBA specializations in HR, Finance, Marketing, and Operations.

Key Highlights:

IIT brand and academic excellence

Strong placement network

Research-led curriculum

More Details: https://careermantra.net/college/3233/indian-institute-of-information-technology-design-manufacturing-iiitdm-chennai

2. Loyola Institute of Business Administration (LIBA)

Affiliated with the University of Madras and run by Jesuits, LIBA is known for ethical business education. It emphasizes values-driven leadership and corporate responsibility, along with academic rigor.

Key Highlights:

Renowned for values-based education

Strong alumni and industry connections

Offers PGDM and part-time MBA

3. Great Lakes Institute of Management

One of the youngest B-schools to achieve great repute, Great Lakes is known for its one-year PGPM and two-year PGDM programs. With global faculty and modern teaching methodologies, it caters to the dynamic needs of today’s business world.

Key Highlights:

Internationally recognized curriculum

Focus on AI, analytics, and leadership

Industry immersion and global exposure

More Details: https://careermantra.net/college/2249/great-lakes-institute-of-management-chennai

4. Institute for Financial Management and Research (IFMR GSB), Krea University

IFMR GSB offers a blend of liberal arts and business education. With top-notch faculty and a strong focus on research and leadership development, it produces future-ready managers and decision-makers.

Key Highlights:

Backed by Krea University

Curriculum aligned with industry needs

Corporate mentorship and career services

5. Anna University – Department of Management Studies (DOMS)

As part of a premier technical university, DOMS at Anna University offers MBA programs with specializations in marketing, finance, operations, and systems. It maintains a strong academic reputation and affordability.

Key Highlights:

Government-run and cost-effective

Extensive industry-academic collaboration

Competitive entrance process

More Details: https://careermantra.net/college/2266/anna-university-chennai

6. SRM School of Management

Part of the renowned SRM Institute of Science and Technology, this B-school offers diverse specializations and global exposure. Its modern infrastructure and placement support make it a strong contender.

Key Highlights:

Modern campus and industry-driven curriculum

International collaborations

Strong focus on innovation and entrepreneurship

Conclusion:

Whether you seek a tech-focused curriculum, values-driven leadership, or international exposure, Chennai’s MBA colleges cater to every aspiration. These institutes not only build management acumen but also shape ethical, forward-thinking leaders ready for global challenges.

Visit us: www.careermantra.net

[universalbusinessschool1]

Universal AI University, Mumbai: Highlights, Ranking, Course Placement and Exams Accepted

The Universal AI University, Mumbai is a gateway for students to the future of technology, it was established in 2009 in Karjat, Mumbai. This institute is recognised as a leading institute for AI and Technology and it offers a dynamic combination of top faculty, top facilities and several other benefits to students such as — fully wifi campus, amphi-theatre audio visual classrooms and many more. The aim of the institute is to prepare students in the field of AI and technology. The institute prepares students by providing practical skills and expertise which is needed to succeed in the tech field.

Universal AI University Mumbai-Cambridge (Admission Open)

Universal AI University (UAi), has partnered with Cambridge International Education to fast-track UG degrees for Cambridge A and AS Level students. With the help of this collaboration, students who are eligible can get up to 30% credit transfer and allow them to complete their degrees six months earlier. Prof. Tarundeep Singh Anand, Founder and Chancellor of Universal AI University, said: “We are excited to welcome them through this initiative as this is the first kind program. By giving them a faster way to progress, we’re not only encouraging their hard work but also taking education of India closer to global standards and we are creating more options for students to become strong leaders.”

The Universal Ai University now welcomes the Cambridge AS & A Levels students via Recognition of Prior Learning (RPL) for all UG programmes like — B. Tech. — Computer Science Engineering in AI & ML / Data Science (Partner with LTIMindtree), BBA in AI, B. Tech. Sound Engineering / BA (Hons) in Audio & Music Production (Partner with SoundIdeaz Academy), B. Des. with AI in Product Design / Fashion Design / Communication Design / Strategic Design Management and B.Sc. Psychology with AI.

These admissions under RPL will allow students to access multidisciplinary undergraduate programs across AI, tech, design, music, management, and behavioral sciences. A-Levels in Math and Physics are crucial for the B.Tech program. The Universal Ai University, recently signed an Memorandum of Understanding (MoU) with the Arab Center in Qatar for increasing the advancement of AI across Qatar, while enhancing education, research and innovation in the field of AI.

In UAi nearly 900 students enrolled for several future-proof programmes across its School of AI & Future Technologies, School of Design, School of Music, Sound & Cinematics, School of Management and School of Social, Liberal Arts and Behavioural Sciences at its green campus in Karjat near Mumbai. The university has also delivered impressive placement results. The highest salary package reached INR 25.06 lakhs per annum in the USA for the PG batch of 2024 and INR 13.03 lakhs per annum in India.

The Universal AI university is a state private university under the Universal AI University, Karjat, ACT, 2022. The Universal AI University offers several UG, PG and Doctoral programs. Students can pursue several courses or programmes such as — B.Tech Computer Science in AI & ML B.Tech Computer Science in Data Sci. IPTM (B.Tech CS + MBA), BBA in AI, Global BBA, MBA Single/Dual (EU Cert.), MBA (Design and Innovation) and more. Check the ranking of the institute, placement and other crucial information here;

[callofdutymobileindia]

Best Machine Learning Course Online in India with Certification & Placement (2025 Guide)

Machine Learning (ML) has rapidly evolved from a niche discipline to a foundational skill in today’s data-driven world. With AI and ML powering everything from Google’s search engine to Netflix’s recommendations and fintech fraud detection systems, it's no surprise that skilled ML professionals are among the most in-demand talent in India and across the globe.

If you're searching for the best machine learning course online in India with certification and placement, this guide will help you make a smart, informed decision in 2025 — whether you're a student, working professional, or career switcher.

Why Learn Machine Learning in 2025?

💼 Over 200,000+ ML job openings expected in India by 2026

💸 Entry-level ML engineers earn ₹6–12 LPA, while experienced professionals command ₹20+ LPA

🌐 Remote and hybrid work opportunities are growing rapidly

🚀 Fields like healthcare, e-commerce, finance, robotics, and autonomous vehicles rely heavily on ML talent

Machine learning is not just the future — it's the present. And the best part? You can master it online, from anywhere in India, with the right certification and placement support.

Boston Institute of Analytics (BIA) – Machine Learning Certification Program

⭐ Top Pick for Industry-Aligned Learning with Job Support

Duration: 3 to 6 months (depending on pace)

Mode: Live Online + Recorded Backup

Key Highlights:

Covers Python, Linear Regression, Logistic Regression, Decision Trees, Random Forest, SVM, KNN, Clustering, NLP, Deep Learning (TensorFlow, Keras)

Real-world projects using healthcare, finance, and retail datasets

Globally recognized certification

100% Placement Assistance: Resume prep, mock interviews, job referrals

Best For: Students, graduates, working professionals & career switchers

🔹 Why Choose BIA? Unlike many self-paced programs, BIA provides interactive live classes, real-time project mentoring, and career coaching to make sure you're job-ready by the time you finish the course.

Career Paths After Completing an ML Course

Completing a Machine Learning (ML) course opens the door to a wide range of exciting and high-demand career opportunities in technology, data science, and artificial intelligence. As companies increasingly rely on data-driven decision-making, ML skills have become some of the most valuable in today’s job market.

One of the most direct roles is that of a Machine Learning Engineer. These professionals build and deploy predictive models, often using large datasets to train algorithms for tasks like image recognition, recommendation systems, or fraud detection. Strong programming skills in Python and familiarity with tools like TensorFlow or PyTorch are often essential.

Another common path is becoming a Data Scientist. While broader in scope, data scientists frequently use machine learning to analyze data trends, make forecasts, and derive insights that guide business decisions. This role blends statistics, programming, and domain knowledge.

For those interested in software development, becoming an AI/ML Software Engineer offers a hybrid role where you integrate ML models into applications or develop intelligent features within software products.

If you have a research or academic background, an AI Researcher position might be ideal. These roles focus on pushing the boundaries of machine learning through innovative research, often within universities, tech companies, or AI startups.

Other career options include Data Analyst (with ML specialization), Computer Vision Engineer, NLP Engineer, and Business Intelligence Developer. Even non-tech roles like product management and operations now value professionals who understand ML.

Ultimately, the path you choose will depend on your background, interests, and whether you complement your ML knowledge with skills in data engineering, software development, or domain-specific expertise. With the right foundation, an ML course can be your stepping stone to a future-proof and dynamic career.

Tips to Succeed in an Online ML Program

Stick to a weekly learning schedule

Focus on projects, not just theory

Participate in mentorship sessions and peer forums

Use GitHub to showcase your work

Practice mock interviews and coding tests

Keep updating your resume and LinkedIn

Final Thoughts

The road to becoming a machine learning professional doesn’t require a Master’s degree anymore. With the right Machine Learning online course in India that offers certification and placement, you can launch a rewarding career in just a few months.

If you're looking for a comprehensive, mentor-led ML course with real-world projects and 100% placement support, the Machine Learning Program by Boston Institute of Analytics is among the best available online in India in 2025.

It combines:

Live interactive learning

Internationally recognized certification

Hands-on project experience

Career coaching and job placement support

So whether you're a student, professional, or someone switching domains — this is your chance to future-proof your career with machine learning.

[pieteducation]

Explore the Best Informational Technology Colleges in Haryana for Cutting Edge Tech Learning

Technology is changing, and staying ahead demands more than conventional learning. Nowadays, students learn from innovative academic and real-world experience along with modern infrastructure. For students who are looking for a promising career in IT, Haryana is a rising hub for information technology. It is close to Delhi, NCR and the growing industrial ecosystem along with campuses make it the best destination for students to study information technology in Haryana.

If you are planning to study a career in data science, cybersecurity, software engineering or pharma-technology intersections, in this blog, let us discuss in-depth the best informational technology colleges in Haryana that offer the best education.

Why Haryana Is the New IT Education Hub

Haryana has been gaining popularity in education for over a decade. Private investments, collaboration, and government assistance have transformed the educational landscape in Haryana. Cities such as Karnal, Faridabad, Panipat and Gurugram have a mix of popular IT-focused colleges, engineering institutes and specialized colleges that deliver to the increasing demand for tech professionals.

The increase of tech incubators, placement-driven courses, innovation centres and international collaborations are helping students to learn in an innovative way from across India. Also, Haryana colleges provide skill-based learning, affordable fees and the best placement assistance, especially in Pharmaceutical Sciences and IT.

Best Informational Technology College in Haryana

If you are searching for the best IT university in Haryana, students must check the faculty experience, infrastructure, campus and curriculum. The best IT universities ensure the integration of modern technologies such as AI, ML, IoT and blockchain in their academic studies in Haryana.

The best colleges in Haryana for IT ensure to provide practical hands-on experience through live projects, coding competitions, industry certifications and real-time internships. With research labs, digital libraries and cloud computing platforms students can innovate, learn, experiment and apply their skills.

Colleges in Haryana also promote interdisciplinary learning that helps IT students connect with peers in the healthcare, biotechnology and management fields. This cross-disciplinary exposure helps students to enhance their adaptability in different job markets.

Best MCA Hons College in Delhi NCR: Haryana Leads the Race

MCA hons course is best for students who want to master computer applications and software development. It is a combination of theory along real-world applications that makes students ready for the job.

There are reliable universities in Haryana in Panipat and NCR regions that are renowned as the best MCA Hons college in Delhi NCR. These universities provide:

Updated syllabi depending on AICTE and NEP 2020 rules.

24/7 lab access and live coding platforms for students.

Seminars, workshops, expert guest sessions and hackathons.

Campus placement for students with packages from Rs 3 Lakh to Rs 10 Lakh Per Annum.

MCA Hons courses in Haryana include health tech, cloud computing, and fintech which assist students to align with job market demands.

Get the Best Pharma Education

With technology changing every industry, pharmaceutical science now needs digitally skilled experts. Several colleges in Haryana provide cross-department or hybrid programs between pharma and IT departments. This integration opens new career opportunities in pharmaceutical software development, drug data management, bioinformatics and healthcare analytics.

Students who are interested in learning new technologies can choose pharmaceutical programs. Top B-pharma College in Haryana helps students get hands-on experience with new technologies so that they become market-ready.

Top B-pharma College in Haryana: Merging Science with Innovation

The pharmaceutical industry is gaining popularity and Haryana is home to the best B-pharma universities that are well-known for industrial training and research and development. These b-pharm colleges offer students with:

Collaborations with pharma giants such as Dr Reddy's, Ranbaxy and Cipla.

Students get access to pharmacology labs.

Research-focused curriculum for pharma students with a focus on quality control and drug development.

Best placement assistance in pharma MNCs, research labs.

Training in regulatory compliance and pharma software systems.

Best b-pharma colleges focus on technological integrations such as data analysis or drug discovery in AI and automation in lab processes that make it the best choice among students in both science and technology. If you are looking for a curriculum that prepares you for pharma roles, colleges in Haryana offer industry-focused education. You learn from the best faculty members in Haryana who will guide you on which technologies you should choose as per your interest and help you to start a successful career journey in the pharmaceutical sector.

Conclusion

Haryana is not only an agricultural state but a prominent player that is playing a huge role in the education sector of India, especially in Pharmaceutical Sciences and IT. PIET is an institution that matches international standards with modern amenities and a sharp focus on employability, you get to learn from the best faculties in India. PIET ensures a blend of innovation with education so that students get the best job and secure their career in IT and Pharmaceutical Sciences. PIET has research labs, data centres, libraries and the best campus for students so that students can learn from the best experts in the industry and gain knowledge and implement their skills practically to get ready for jobs in IT and Pharmaceutical Companies.

[woxsennuniversity]

Woxsen University stands out as a premier institution known for its industry-aligned programs and world-class infrastructure. The B Tech course fees reflect the university’s commitment to providing quality education with state-of-the-art facilities, international exposure, and hands-on learning. With a curriculum designed to meet the demands of today’s tech-driven world, Woxsen ensures students gain practical knowledge and global competencies. The B Tech course fees are justified by the excellent academic environment and career opportunities offered to engineering aspirants.

[karpagam123]

Top B Tech Courses List to Consider After 12th Grade

When students complete their 12th grade, especially with a background in science and mathematics, the next big question is often: What should I do next? One of the most sought-after academic routes is pursuing a Bachelor of Technology (BTech) degree. BTech is a professional undergraduate engineering degree program awarded to students after completing four years of study in the field. But with so many options available today, which btech courses truly stand out?

In this blog, we’ll help you explore the top B Tech Courses List you should consider after 12th, and why choosing the right specialization can shape your career success.

Why Choose BTech After 12th?

Engineering continues to be one of the most stable and rewarding career paths in India. Whether you dream of developing cutting-edge technology, building smart infrastructure, or exploring artificial intelligence, there's a specialization to match your interests.

Choosing BTech after 12th opens the door to a multitude of industries such as software, manufacturing, construction, robotics, electronics, and even biomedical sciences. With the right academic foundation and skill development, BTech graduates can land lucrative jobs or pursue higher studies in India and abroad.

Top B Tech Courses List to Consider

Here’s a breakdown of the most popular and promising btech courses that students can pursue:

1. BTech in Computer Science and Engineering (CSE)

This is one of the most in-demand courses in India and globally. It deals with software development, algorithms, data structures, programming languages, and artificial intelligence. Students with an interest in coding, problem-solving, and software technology often choose CSE.

Career Paths: Software Developer, Data Analyst, Cybersecurity Specialist, AI/ML Engineer

2. BTech in Information Technology (IT)

While similar to CSE, IT focuses more on the application of computing technology in businesses. It includes areas like database management, networking, cybersecurity, and web technologies.

Career Paths: IT Consultant, Network Administrator, System Analyst, Web Developer

3. BTech in Mechanical Engineering

This traditional branch of engineering is evergreen and focuses on the design, development, and maintenance of machinery. If you enjoy working with tools, engines, and mechanical systems, this is the field for you.

Career Paths: Automotive Engineer, Design Engineer, Production Manager

4. BTech in Electrical and Electronics Engineering (EEE)

EEE involves the study of electricity, circuits, microprocessors, and electromagnetism. It’s perfect for students who want to innovate in power generation, renewable energy, or electronics.

Career Paths: Electrical Engineer, Power Systems Engineer, Control Systems Engineer

5. BTech in Civil Engineering

For students passionate about infrastructure development and construction, civil engineering is a great choice. It deals with designing and constructing buildings, roads, bridges, and dams.

Career Paths: Site Engineer, Structural Engineer, Urban Planner

6. BTech in Electronics and Communication Engineering (ECE)

ECE blends electrical engineering with communication systems. It includes the development of devices like smartphones, satellite systems, and embedded systems.

Career Paths: Electronics Engineer, Embedded Systems Designer, Communication Engineer

7. BTech in Artificial Intelligence and Data Science

This is a relatively new yet highly futuristic course. It focuses on machine learning, AI algorithms, neural networks, and data analytics. As industries become more data-driven, this specialization is becoming increasingly popular.

Career Paths: Data Scientist, AI Researcher, Machine Learning Engineer

8. BTech in Biomedical Engineering

A great blend of medical sciences and engineering, this course involves developing medical devices, diagnostic equipment, and prosthetics.

Career Paths: Biomedical Engineer, Clinical Engineer, Research Scientist

9. BTech in Chemical Engineering

This course involves the transformation of raw materials into usable products like fuels, chemicals, and plastics. It combines chemistry, physics, and biology with engineering principles.

Career Paths: Process Engineer, Quality Control Engineer, Environmental Engineer

10. BTech in Agricultural Engineering

Focused on optimizing agricultural production, this course deals with the design of agricultural machinery, irrigation systems, and food processing technologies.

Career Paths: Agricultural Engineer, Soil and Water Conservationist, Farm Machinery Specialist

Things to Consider When Choosing a BTech Course

Interest and Strengths: Choose a field that matches your passion and capabilities.

Industry Demand: Look at job trends and market demand for the specialization.

Curriculum & Exposure: Review the course curriculum and hands-on learning opportunities.

Institution Reputation: Study in a college that provides strong placement support and academic excellence.

Choose the Right Institution: Karpagam Academy of Higher Education

When it comes to engineering education, Karpagam Academy of Higher Education (KAHE) stands out as a top choice. KAHE offers a wide range of btech courses backed by state-of-the-art infrastructure, industry-aligned curriculum, and experienced faculty. The university emphasizes innovation, entrepreneurship, and practical learning, making it an ideal place to kick-start your engineering journey.

Whether you're aiming for a career in software, infrastructure, electronics, or advanced technologies, KAHE provides the perfect environment to grow and succeed.

Final Thoughts

Choosing the right BTech course is one of the most important decisions you’ll make after 12th. It lays the foundation for your future career and academic growth. Explore this B Tech Courses List, identify your interests, and make an informed choice.

For students who are passionate about engineering and innovation, institutions like Karpagam Academy of Higher Education provide the tools, mentorship, and environment needed to turn ambitions into achievements.

Contact us: Website: https://kahedu.edu.in/ Email: info@kahedu.edu.in Phone: +91-422 – 2980011 9384049301 Address: Pollachi Main Road, Eachanari Post, Coimbatore - 641 021, Tamil Nadu

[jahnavidesai2001]

Information Technology Colleges in Bangalore

Bangalore, often called the Silicon Valley of India, is not just the hub of tech giants and startups; it's also home to some of the country’s best Information Technology (IT) colleges. Whether you're aiming to pursue a B.Tech, BCA, MCA, M.Tech, or a PGDM, IT, or related fields, Bangalore offers a wide range of academic choices backed by excellent infrastructure, faculty, and placement support.

Why Choose Bangalore for IT Education?

Proximity to top tech companies like Infosys, Wipro, TCS, and hundreds of startups.

Internship and placement opportunities with real-world industry exposure.

Access to cutting-edge curriculum with the latest tech like AI, ML, Cybersecurity, Cloud Computing, and more.

A vibrant student community and tech events, hackathons, seminars, and coding bootcamps.

Top IT Colleges in Bangalore (2025 List)

Here’s a curated list of some of the top InformationTechnology colleges in Bangalore you should consider:

1. International Institute of Information Technology, Bangalore (IIIT-B)

Known for research and innovation.

Offers M.Tech, MSc (Digital Society), and Ph.D. programs.

Excellent academic-industry collaboration.

2. RV College of Engineering (RVCE)

Offers B.E. in Information Science and Engineering.

Top recruiters: Microsoft, Adobe, IBM.

Strong alumni network and placement support.

3. PES University

Offers B.Tech and M.Tech in Computer Science and IT.

Modern campus, project-based learning approach.

High placement packages and global exposure.

4. BMS College of Engineering

Accredited and autonomous institute.

Offers specialized IT and CSE courses.

Strong ties with tech companies and research centres.

5. IIBS (International Institute of Business Studies)

Offers BCA/CA and PGDM programs with modern IT labs.

Industry-focused curriculum with emphasis on soft skills.

Affordable fee structure and personalized career guidance.

6. Christ University

Offers BCA, MCA, and B.Tech in IT & CSE.

Known for discipline, modern teaching methods, and placement support.

7. Dayananda Sagar College of Engineering

Offers B.E./M.Tech in Information Science.

Known for its practical approach and technical workshops.

Career Opportunities After IT Courses

Studying IT in Bangalore opens doors to several career paths:

Software Developer / Full Stack Developer

Data Analyst / Data Scientist

Cybersecurity Specialist

Cloud Architect

DevOps Engineer

AI/ML Engineer

With the booming tech ecosystem in Bangalore, you're never too far from landing your dream job.

Final Thoughts

If you're passionate about technology and looking for the right launchpad for your career, Bangalore’s IT colleges offer the perfect blend of academic excellence and industry readiness. Choose wisely based on your interests, budget, and long-term goals, and get ready to power your future in the heart of India’s tech capital!

[sachintech]

When Chefs Meet AI: The New Age of Smart Kitchens

The kitchen has traditionally been the soul of any restaurant, but now it's receiving a technologically driven makeover. With AI-driven kitchen solutions infiltrating the food and beverage (F&B) sector, chefs are no longer solely responsible for controlling the heat, bustle, and accuracy. The combination of heritage and technology is defining what we now refer to as the smart kitchen revolution. What is a Smart Kitchen? A smart kitchen employs artificial intelligence, data analytics, and networked devices in order to automate and streamline kitchen processes. Be it order management, cooking consistency, or inventory tracking, these kitchens are engineered to minimize human oversight, save time, and enhance overall efficiency. Why the F&B Industry Needs AI in Kitchens Chefs are creatives, yet they are also time managers, people managers, and quality managers. With expectations increasing on the part of customers and demand for speedier service, old-fashioned kitchens must fight to keep up. That's where restaurant AI steps in: 1. Simplified Order Management AI-powered kitchen display systems (KDS) assist in prioritizing and ordering management. These solve ticket times and avoid front-of-house and kitchen staff confusion. A prime example is TechRyde's AI Kitchen Display System, which leverages POS real-time data to order sequence intelligently, enhancing speed and accuracy. 2. Enhanced Food Consistency Chefs are now able to depend on AI-based sensors and automated recipe tools to keep each dish consistent—whether it's the same chef or someone new behind the counter. This is a quick-service and franchise game-changer. 3. Predictive Inventory & Waste Reduction Smart kitchens are able to predict stock levels from past information, which can minimize food waste and the need for over-ordering. AI facilitates monitoring of expiration dates, recommends restocking strategies, and even identifies spoilage hazards. 4. Real-time Performance Insights AI is able to monitor staff efficiency, food preparation time, and machine utilization. These performance metrics enable managers to make informed decisions on staffing, menu optimization, and operations. How Chefs Are Responding to AI Contrary to expectations, the majority of chefs are not intimidated by AI—instead, they're grateful. Rather than displacing them, AI enables chefs to concentrate on creativity and minimize routine chores. It's like having a round-the-clock virtual sous-chef who never forgets, never gets tired, and is always working at maximum efficiency. Chef Arjun, who runs restaurants in Mumbai, told The Economic Times in an interview that AI reduced prep time by 25% and enhanced dish consistency across stores. "I can spend more time creating new dishes and training my staff," he said. Challenges and Considerations Smart kitchens are promising, though: Initial investment is high for small restaurants. Staff take time to be trained on digital systems. Reiteration on tech can be dangerous if the systems fail. That being said, the long-term advantage usually trumps these challenges, particularly for cloud kitchens or multi-outlet chains. Is AI the Future of Cooking? Not quite—but it's a huge component. The human imperfection, creativity, and intuition of a chef cannot be programmed. But if the repetitive and mundane are left to AI, chefs can continue doing what they're passionate about: creating. We’re heading toward a future where the smartest kitchens won’t just be about appliances—they’ll be about intelligence, powered by AI and guided by human passion. Final Thoughts Smart kitchens are not science fiction anymore—they're here, and they’re transforming the F&B industry from the inside out. Whether you’re running a restaurant, cloud kitchen, or QSR chain, it’s worth exploring how AI can elevate your operations.