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dhanasrivista · 1 month ago

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Generative AI in Drug Discovery: Speeding Up the Path to New Medicines

Drug discovery is one of the most difficult and expensive areas of medical research. It can take over 10 years and billions of dollars to develop a new drug and bring it to market. However, thanks to advances in technology, especially in artificial intelligence (AI), this process is starting to change. One of the most promising tools in this shift is Generative AI — a type of AI that can create new data from existing information. In drug discovery, this technology is being used to design new molecules, predict how they will behave in the body, and find better, faster ways to develop drugs.

This article explains the role of generative AI in drug discovery and highlights why it’s an exciting field. For those interested in learning more, there are also opportunities to gain expertise through Generative AI certification and Generative AI course.

Learning and Gaining Expertise in Generative AI

As generative AI continues to shape industries like pharmaceuticals, there is a growing demand for professionals skilled in this technology. Pursuing a Generative AI certification or taking a Generative AI course can be a valuable step for those looking to work in this field.

These programs teach essential skills, such as how to develop and train AI models, work with large datasets, and apply AI in areas like healthcare and drug discovery. Most courses also provide hands-on experience, allowing learners to practice building generative models and solving real-world problems. Some programs even focus specifically on healthcare applications, giving professionals the specialized knowledge they need to work in pharmaceutical research.

What is Generative AI?

Generative AI is a type of artificial intelligence that can create new content. Unlike traditional AI, which focuses on analyzing or recognizing patterns in data, generative AI can actually generate new information. In drug discovery, this means creating new chemical compounds that may help fight diseases.

Some of the most common generative AI models include:

Variational Autoencoders (VAEs): These models help generate new data by learning from existing data.

Generative Adversarial Networks (GANs): These use two models that compete against each other to create realistic new data.

Reinforcement Learning (RL): This involves an AI that learns from feedback to improve its results over time.

By learning from databases of known drugs, these AI models can suggest new molecules that could be useful in treating specific illnesses.

How Generative AI Can Speed Up Drug Discovery

Traditional drug discovery is a slow and labour-intensive process that involves several steps: finding targets in the body that cause disease, screening compounds that might interact with those targets, testing them for safety and effectiveness, and optimizing drug candidates. Generative AI can play a role in each of these areas, speeding up the process and improving results.

Finding Disease Targets: One of the first steps in drug discovery is identifying the proteins or pathways in the body that are involved in a disease. Generative AI can sift through massive amounts of biological data, such as DNA sequences, to find potential targets. These AI models can spot patterns or interactions that human researchers might miss.

Creating New Compounds: This is where generative AI really shines. By learning from databases of existing drugs and their properties, generative AI can create new molecular structures tailored to interact with specific disease targets. This ability to design new compounds quickly could lead to the discovery of drugs that were previously overlooked or impossible to find through traditional methods.

Predicting How Drugs Will Work: Once a new compound is created, the next step is predicting how it will behave in the body. Will it bind to the target? Will it cause unwanted side effects? Generative AI models can simulate these interactions, helping researchers understand whether a new drug is worth testing in a lab. This reduces the number of experiments needed and helps focus on the most promising candidates.

Improving and Optimizing Compounds: After creating new drug candidates, generative AI can also refine them. For instance, it can suggest changes to a molecule’s structure to make it more effective or reduce its toxicity. This is done through techniques like reinforcement learning, where the AI learns from trial and error, constantly improving the drug design.

Cutting Costs and Time

The ability of generative AI to simulate drug interactions and generate new compounds not only accelerates the discovery process but also significantly reduces the costs involved. Traditional drug discovery requires expensive labs, extensive human labour, and lengthy clinical trials. Generative AI can reduce the number of physical experiments by conducting virtual ones, saving both time and money.

For example, instead of screening millions of compounds in a lab, generative AI can rapidly sort through potential drug candidates in a computer simulation, allowing scientists to focus only on the most promising options. This process can lead to faster and more accurate drug discoveries, which could be life-saving in the face of new or urgent health crises.

Discovering New Drugs

In addition to speeding up the current process, generative AI can help find entirely new types of drugs. It can explore chemical spaces that human researchers might not have considered, potentially leading to treatments for diseases that currently have no cure. This technology could also help in drug repurposing, which involves finding new uses for existing drugs.

A well-known example of this is the COVID-19 pandemic. During the outbreak, AI was used to explore whether existing drugs could be repurposed to treat the virus. Similar approaches could be used in the future for other diseases, providing faster responses to new health threats.

Conclusion

Generative AI is revolutionizing drug discovery by making it faster, cheaper, and more efficient. By automating and enhancing key steps like target identification, compound generation, and optimization, this technology is opening new doors in pharmaceutical research. This could lead to life-saving breakthroughs for diseases that currently have limited treatment options.

For those interested in this cutting-edge field, enrolling in a Generative AI course or obtaining a Generative AI certification can provide the skills needed to be at the forefront of innovation. As AI continues to evolve, its role in drug discovery will only expand, offering exciting opportunities for the future of medicine and healthcare.

#Generative AI Certification #Generative AI Course #Generative AI Training #Generative AI Cybersecurity #Artificial Intelligence #Machine Learning #Generative AI Benefits #Generative AI Technology

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mariacallous · 11 months ago

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The man charged with administering Arizona’s elections isn’t concerned about the state’s ability to securely hold elections. But he’s going to have to persuade millions of other people to feel the same way.

Adrian Fontes, a Democrat, was elected Arizona’s secretary of state in 2022. A lawyer who previously worked as a prosecutor in Colorado and Arizona, and served as the Maricopa County Recorder before taking office, Fontes must now take on the role of convincing the state’s voters that its elections are legitimate.

Arizona is possibly the market leader in ridiculous election conspiracies and deniers. After former president Donald Trump falsely claimed fraud following the 2020 election, a sham audit to investigate claims of election fraud was conducted by Cyber Ninjas, the cybersecurity firm hired by the Arizona state Senate. Cyber Ninjas falsely claimed that 300 dead people voted; the firm shut down after refusing to release public records to comply with a court order.

In 2022, Arizona election workers faced violent threats, and Trump used technical glitches to stoke fear about the legitimacy of election results. Kari Lake, a prominent election denier who received Trump’s endorsement for governor, refused to concede after losing the election, and made multiple attempts to get the courts to overturn the result. (Lake is now running for Senate.)

Fontes already has his hands full in the lead-up to the 2024 election. In November, two Republican Arizona county officials, Peggy Judd and Terry Crosby, were indicted by the Arizona attorney general on felony charges of conspiracy and interference with an election officer. The charges stemmed from their alleged efforts to delay the certification of votes in the 2022 general election, citing unsubstantiated conspiracy theories. (An attorney for Crosby told Reuters there was no crime and that his client will be vindicated. Judd did not immediately respond to a request for comment.)

In an interview with WIRED, Fontes spoke about his plans to protect election workers in 2024, his thoughts on generative AI and deepfakes, and what he thinks of conservative political activist Charlie Kirk’s knowledge of Arizona’s elections.

This interview has been edited and condensed for length and clarity.

WIRED: What is keeping you up at night?

Fontes: Well, the most critical things that are keeping me up at night don't have anything to do with the technology. It has to do with a lot of the unknowns out there. Human error being blown up by election denialists, by social media.

That's what's bothering me more than anything else. Our systems are quite good, we've got lots of checks and balances, we have a relatively decent grasp on what [threats] AI could pose. We're gonna stick with the basics in our trainings. We're gonna keep it as simple as possible for our voters so they can follow the instructions as easily and cleanly as possible.

At the end of the day, we've got to be ready for just about anything. So there's no one particular thing that's really keeping me up. It's sort of the universe of concerns that are kind of bouncing off of each other.

WIRED: I was at the Turning Point USA event this weekend, and Charlie Kirk [the founder of Turning Point USA] said onstage that elections in Arizona had become less secure. I'm wondering what you'd say to that?

Fontes: Charlie Kirk doesn't know shit about Arizona's election. So I don't know what he's talking about. Our elections are far more secure than they even were in 2020, which were the most secure elections that we've had. I'd like to hear why he thinks that. Where does he get his information from? What facts does he have to support that statement? Who has he actually spoken to in the election administration world? And why does he think that by increasing our security profile, working more closely with federal, state, and local law enforcement and technology officials, how that all makes our elections less secure?

Charlie Kirk is a grifter, who only stirs the pot for his own profit. And what he's doing is eroding the trust that Americans have in one another. That's his MO and he's free to do that under the First Amendment. But he's not paying any of the price and the consequences. He personally is shielded in his privilege, from the erosion of our democracy, from the lack of trust, and the fact that we've lost a lot of people because of the threats that his rhetoric brings to bear. So I think he should reconsider. Maybe potentially just supporting his assertions with some facts, that might be a good start.

WIRED: Can you explain why Arizona in particular attracted so many election conspiracy theories?

Fontes: One of the things that is important [to] realize about Arizona is that we are historically a place where, I will kindly say, free thinking is kind of a normal thing. You know, we don't have generations-long institutions that have really locked themselves into power for long periods of time. We don't have any royal families who made millions and millions of dollars here locally, and then invested locally. We are an amalgam of people from all over the country and all over the world. And when you have this really diverse soup of different ways of thinking and looking at things, folks might gravitate toward one space or another. And that free thinking sometimes becomes, you know, a good breeding ground for some of these conspiracy theories. It can go off the rails a little bit, once in a while. But that's okay. American democracy requires a diversity of thought. And it's our intellectual freedom that is one of our biggest strengths.

Now, we still have to agree on the outcomes of elections. That's the golden thread that holds the entire fabric of our society together. And that's the one piece of our civic culture that is now being attacked. That's different than what we've seen in the past and the conflicts that we've seen issue by issue, whether it's immigration, or abortion, or the economy or gas prices, or whatever.

WIRED: Talk to me about the relationships you have with your peers in the Arizona state government. How cooperative are they with you? And do you have any fear that they may try to undermine the results of the election?

Fontes: We have very good relationships, even with people who find themselves in the election denialism space. There are some things that we very much agree on. For example, Representative Alex Kolodin—one of the biggest election denialists, who has actually sued me several times and who was just recently disciplined by the state bar—he and I have actually worked very closely together on some issues. We disagree on a lot of stuff, but he's going to be sponsoring one of the bills that we're bringing forward to help us better and more frequently train our election officials here in Arizona. But you know, when we're sitting in a conference room behind closed doors, and the lights and cameras are not on us, generally speaking, we can find common ground when it comes to the pragmatic application of skillsets regarding the operation and administration of our elections. It's when the cameras get turned on that people sometimes go astray a little bit.

WIRED: How do you plan to protect election workers? And do you have any fears of violence at the polls or other places?

Fontes: Political violence has become a part of the regular conversation here in America. And I think that's shameful. At the end of the day, if you're threatening violence or committing acts of violence to achieve a political end, that's terrorism. To protect our election workers, we're working very closely with state, local, and federal officials. We've been increasing our security funding. We've been hardening our physical security, personnel security, information technology security, networking security across the board, working closely with CISA [Cybersecurity and Infrastructure Security Agency].

We are sending folks from that agency to every one of our counties, and they are doing surveys, they're looking at the counties to advise them. We're working with the National Guard day in and day out, to help monitor the circumstances online and in other spaces. We now have four security personnel working in different spaces in the secretary of state's office to monitor and alert when we see activities out there that might be problematic or might need further investigation. At this stage, we're doing everything we can to bring as much information to law enforcement as possible. God willing, the violence and threats of violence will go away soon, so that we can get back to the notion of just running elections as we have done for the past several generations.

WIRED: Are you personally prepared to become a target of Donald Trump and his supporters?

Fontes: Well, I'm already a target. I've already been threatened, my family's already been threatened. We are already struggling to meet my personal security needs and the security needs of my own family. This is already a reality for me, but our democracy is worth it.

When I volunteered to give my life to be a United States Marine, I didn't think that after being honorably discharged, I would continue to have to live under threat. And it's a sad day in America, where civilian officials doing civilian jobs have to suffer these kinds of threats and these kinds of violence. Is this the country that we want to live in? Do we want regular civilian activities to be the target of threats of violence or actual violence? These are Americans who were bringing it here and that's embarrassing.

WIRED: What has it been like to experience the attacks on your family and safety?

Fontes: Well, thankfully, so far, it's just been threats. And we really are grateful to law enforcement, who continue to monitor the internet and other communication channels to make sure that we stay safe. It's not pleasant. And you know, my partner, my children, we're all very cognizant of it. And it's not something that I would wish on anybody else.

WIRED: You ran a tabletop exercise [a simulation of potential scenarios in the upcoming elections] over the past few days. Was there anything that stuck out to you or surprised you?

Fontes: I think the advancing technology and generative AI really was brought home for a lot of folks in the room. One of the deepfakes [at the exercise] was created with only base information from the internet and then some free tools. They created a deepfake of me and of another elected official in Arizona, using that person's permission and some footage that they took. And that one was strikingly better. And they actually had that official speaking German, speaking Chinese, in what appeared to be really, really well-placed lip movements, eye movements, all that stuff. In another six to eight months, those technologies are going to improve.

People have always been able to lie, but the effectiveness of those lies is now augmented and significantly increased. So AI doesn't present new threats. It presents broader and deeper threats that we're already working to deal with.

WIRED: The Colorado Supreme Court ruled yesterday that Trump can't be on the ballot. Can you talk about why you have defended Trump's right to be on the ballot and what you make of the Colorado decision?

Fontes: My position is that Arizona statute obliges me to put Donald Trump on the ballot where he has already qualified for the ballot in two other states. So my position is in defense of Arizona state law and our order under the rule of law, and whether or not I think Mr. Trump ought to be on the ballot is irrelevant. I have a duty to execute the law. As for Colorado, that's a Colorado question. And I have a feeling that the United States Supreme Court will have to step in at some point.

WIRED: What would you say to an average voter who believes that elections in America and elections in Arizona are rigged?

Fontes: I would ask them if they're hearing that from elected officials who were elected in the same system that they're questioning. If you're hearing it from someone who is currently in office, they got there because they got elected, because people voted for them. And those votes actually counted. The burden has been shifted to the defender of the system instead of the person trying to accuse the system of being problematic. I want to know why. I want to see the facts that have allegedly been kept from public view, I want to see the actual evidence that has never surfaced in any state anywhere, to show that there's some kind of widespread fraud or that elections are fickle.

I want to see the facts just like [speaker of the Arizona House of Representatives] Rusty Bowers wanted to see the facts. Just like [Georgia secretary of state] Brad Raffensperger wanted to see the facts. Just like sensible Republicans and Democrats across the country have wanted to see the facts. The burden should rest on the accuser. And if someone is accusing our systems of being corrupted, they need to show us the facts that they're using to come to that conclusion. Otherwise, their accusations are empty.

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aarvyedutech · 9 months ago

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TOP 10 courses that have generally been in high demand in 2024-

Data Science and Machine Learning: Skills in data analysis, machine learning, and artificial intelligence are highly sought after in various industries.

Cybersecurity: With the increasing frequency of cyber threats, cybersecurity skills are crucial to protect sensitive information.

Cloud Computing: As businesses transition to cloud-based solutions, professionals with expertise in cloud computing, like AWS or Azure, are in high demand.

Digital Marketing: In the age of online businesses, digital marketing skills, including SEO, social media marketing, and content marketing, are highly valued.

Programming and Software Development: Proficiency in programming languages and software development skills continue to be in high demand across industries.

Healthcare and Nursing: Courses related to healthcare and nursing, especially those addressing specific needs like telemedicine, have seen increased demand.

Project Management: Project management skills are crucial in various sectors, and certifications like PMP (Project Management Professional) are highly valued.

Artificial Intelligence (AI) and Robotics: AI and robotics courses are sought after as businesses explore automation and intelligent technologies.

Blockchain Technology: With applications beyond cryptocurrencies, blockchain technology courses are gaining popularity in various sectors, including finance and supply chain.

Environmental Science and Sustainability: Courses focusing on environmental sustainability and green technologies are increasingly relevant in addressing global challenges.

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the-programming-assignment-help · 2 days ago

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MATLAB Assignment Help

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highereducation01 · 7 days ago

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The Future of Degrees: Trends in Higher Education

As we move deeper into the digital age, higher education is evolving rapidly, with notable changes in the structure, value, and delivery of degree programs. One of the key shifts is in the pursuit of advanced qualifications like the masters degree, which is now sought after by a wide range of students and professionals looking to enhance their career prospects. Here’s a look at some of the top trends shaping the future of degrees and how these changes are transforming the landscape of higher education.

1. Rise of Online Learning Platforms

The demand for online learning has skyrocketed, and institutions are increasingly offering entire degree programs virtually. For those pursuing a masters degree, online learning provides flexibility, allowing them to balance studies with work and other commitments. This trend has democratized education, giving people from all backgrounds and locations access to advanced programs from top institutions worldwide.

2. Shift Towards Skill-Based Education

Today’s job market increasingly values specific, practical skills over traditional, generalized education. Many degree programs are adapting by integrating real-world skills into their curriculums. For instance, masters degree programs now frequently offer specialized tracks in high-demand fields such as data science, cybersecurity, and healthcare administration, allowing students to build expertise that translates directly to the workplace.

3. Emphasis on Lifelong Learning and Micro-Credentials

The concept of lifelong learning has become central to modern education, with many professionals supplementing their degrees with micro-credentials. These smaller, skill-focused qualifications can be completed in weeks or months and add valuable expertise to a masters degree. With the flexibility to gain certifications in areas like digital marketing, project management, or coding, students can stay competitive and adapt to new trends quickly.

4. Growing Popularity of Interdisciplinary Studies

As industries converge, the lines between fields are blurring, leading to a surge in interdisciplinary degree programs. Many masters degree programs are combining subjects like business and technology, health and data science, or environmental science and policy. This interdisciplinary approach prepares students to solve complex, multifaceted problems and aligns with the needs of modern employers.

5. Increased Focus on Global Perspectives

With businesses operating on a global scale, degrees that offer an international perspective are becoming more valuable. Many universities are incorporating global studies, cultural literacy, and international internships into their programs. Masters degree students, in particular, benefit from these global insights, as they are better prepared for roles that require international collaboration and cultural awareness.

6. The Role of Artificial Intelligence in Education

Artificial intelligence (AI) is set to revolutionize higher education, offering personalized learning experiences and predictive analytics that help students succeed. In many masters degree programs, AI-driven tools can provide tailored recommendations for courses, help students track their progress, and even offer career guidance based on their strengths. This technology-driven approach makes higher education more adaptive and personalized.

Conclusion

The future of higher education, especially at the masters degree level, is shaped by flexibility, innovation, and a focus on real-world skills. As trends like online learning, skill-based education, and AI continue to influence degree programs, students are empowered to pursue education that aligns with modern career demands. Embracing these trends not only helps students prepare for future job markets but also makes higher education more accessible and relevant than ever before.

#mdis #degree #higher education in malaysia

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maryhilton07 · 11 months ago

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#Certifications in Generative AI #Generative AI #Generative AI In Business #Generative AI In Cybersecurity #Generative AI In Finance And Banking #Generative AI In HR & L&D #Generative AI In Marketing #Generative AI In Project Management #Generative AI In Retail #Generative AI In Risk And Compliance #Generative AI In Software Development #Generative AI Professional Certification

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nehakumarr · 14 days ago

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Understanding High-Paying Jobs in Canada and the Skills You Need to Land Them

Canada offers diverse career opportunities in Canada for skilled workers and international students. With high-paying jobs in various fields like technology, healthcare, business, and engineering, Canada’s job market is known for stability and growth. Many international students are drawn to the possibility of securing lucrative roles in Canada after their studies. In this blog, we’ll explore some of Canada’s top-paying jobs and the skills you need to land these roles.

1. Tech and IT Careers: High Demand and High Salaries

Canada’s technology sector is booming, with cities like Toronto, Vancouver, and Montreal emerging as global tech hubs. High-paying roles in this field include software development, data science, cybersecurity, and artificial intelligence (AI) specializations.

To secure a tech job in Canada, you need strong skills in programming languages like Python, Java, and SQL. Familiarity with machine learning, cloud computing, and data analytics can set you apart in the field. Many tech employers also value certifications in cybersecurity and cloud platforms, as they show commitment and specialized knowledge.

Average Salaries: Tech roles in Canada typically pay between CAD 80,000 and CAD 120,000, with senior or specialized roles earning even more.

2. Healthcare: Stable Jobs with Great Growth Potential

Healthcare is another sector with great job prospects and competitive salaries in Canada. The country has a continuous demand for nurses, doctors, physiotherapists, and pharmacists. Canada’s aging population and ongoing healthcare needs make this field rewarding and stable.

To work in Canadian healthcare, a degree in the chosen field is essential, along with licensing. Healthcare professionals in Canada are often required to pass exams and certifications to meet provincial standards. Empathy, strong communication, and organizational skills are also vital for a successful healthcare career.

Average Salaries: Healthcare professionals earn between CAD 60,000 and CAD 150,000, depending on the specific role and level of experience.

3. Business and Finance: Ideal for Career Growth

Canada’s business sector offers high-paying jobs in accounting, marketing, finance, and management. Roles like project managers, marketing directors, and financial analysts are not only well-paying but provide paths for career advancement.

For business careers, degrees in business administration, finance, or marketing are highly beneficial. Skills in communication, leadership, and critical thinking are essential, as these jobs often involve decision-making and strategy. Internships and co-op programs can also provide valuable work experience and connections, making it easier to secure top roles.

Average Salaries: Salaries in business and finance range from CAD 70,000 to CAD 100,000, with managerial positions often earning more.

4. Engineering: High Salaries Across Specializations

Engineering offers some of the highest-paying jobs in Canada, particularly in civil, electrical, and software engineering. Many engineering jobs are available across sectors, from construction and infrastructure to tech and manufacturing.

Engineers must hold a degree in their specific field and may need licensing through provincial engineering bodies. Skills in project management, analytical thinking, and technical knowledge are essential to succeed.

Average Salaries: Engineering salaries in Canada vary but are generally between CAD 70,000 and CAD 120,000 annually.

Studying in Canada for High-Paying Jobs

For Indian students looking to study in Canada, many universities offer programs aligned with these high-paying fields. Studying at Canadian institutions provides access to quality education, co-op programs, and networking opportunities. This combination makes it easier to build connections and gain skills that Canadian employers seek. Working with an overseas education consultancy can help students find the right programs, understand job market trends, and prepare for successful careers in Canada.

5. Renewable Energy: A Growing Sector with Great Potential

Canada’s commitment to sustainability is opening up careers in renewable energy, with roles in wind and solar energy growing quickly. Job titles like wind turbine technician, solar photovoltaic installer, and energy efficiency specialist are in demand.

To enter the renewable energy field, degrees in environmental science, engineering, or sustainable energy are advantageous. Skills in project management, environmental policy, and technical knowledge of energy systems are also helpful.

Average Salaries: Professionals in renewable energy roles typically earn between CAD 60,000 and CAD 90,000.

Final Thoughts

Canada’s job market is dynamic, with numerous opportunities in high-paying fields for skilled workers and students. Understanding the skills and qualifications required in sectors like tech, healthcare, business, engineering, and renewable energy can help you navigate your career path more effectively. With careful planning, support from an overseas education consultancy, and the right education, international students can thrive in Canada’s job market and access rewarding career opportunities.

Also read :

Navigating Global Challenges: The Strengths of Canada’s Education System

How Recent Policy Changes in Canada are Shaping the Student Visa Experience for International Students

#career opportunities in canada #study in Canada

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dailytechdoseindia · 25 days ago

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Sreyaas Komrewar: The Youngest Oracle Cloud Infrastructure Certified AI Associate

-Ajay Patil

In a remarkable achievement that has captured global attention, 12-year-old Sreyaas Komrewar from India has become the youngest individual to earn the Oracle Cloud Infrastructure Certified AI Associate certification. This significant milestone, attained on September 20, 2024, showcases his exceptional talent and passion for technology at such a young age.

Sreyaas’s journey into coding began early. While many children spent their free time playing video games, he focused on learning how to create them. His fascination with computers quickly grew into a deep interest in programming languages and game development. By age 10, he had already earned his White Hat certification, highlighting his commitment to ethical coding practices and cybersecurity.

In addition to coding, Sreyaas has channeled his skills into developing educational games that engage and inspire other children. His projects have gained recognition within local tech communities, where he actively shares his knowledge and encourages peers to explore their own interests in technology. His enthusiasm for teaching reflects his belief in technology as a powerful tool for learning and growth.

Earning the Oracle Cloud Infrastructure Certified AI Associate certification is a significant achievement, particularly for someone so young. This certification demonstrates his understanding of essential artificial intelligence principles and his ability to implement AI solutions using Oracle’s cloud services. Mastering these complex concepts at such a young age sets him apart in the tech field and opens numerous opportunities for his future.

Sreyaas’s journey is a powerful reminder that age does not define capability. His accomplishments inspire young learners everywhere, proving that with dedication and passion, greatness is within reach. As he continues to learn and develop his skills, it’s clear that he is a rising star in the tech world.

With a blend of creativity, ambition, and technical expertise, Sreyaas Komrewar is poised to make significant contributions to technology. As he embarks on this exciting path, his story will undoubtedly inspire future generations to pursue their dreams and embrace the limitless possibilities of the digital age.

#tech #india #elon musk #coding

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ramyavarshini · 2 months ago

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What’s Next for Full Stack Developers: Emerging Trends and Opportunities

Full stack developers are at the forefront of the web development industry, combining front-end and back-end skills to build dynamic applications. As the demand for versatile developers grows, so do the opportunities for those with the right skill sets. This article dives into the future trends and developments shaping the full stack development field.

For those looking to master the art of Full Stack, enrolling in a reputable Full Stack Developer Training in Pune can provide the essential skills and knowledge needed for navigating this dynamic landscape effectively.

1. The Increasing Need for Multi-Talented Developers

As businesses strive for agility and efficiency, the demand for full stack developers, who can manage both the front-end user experience and the back-end infrastructure, is increasing. Companies are looking for developers who can handle end-to-end development, which helps streamline operations and reduce costs.

Full stack developers are ideal for startups, small businesses, and enterprises aiming to get more done with fewer resources. Their ability to work on various aspects of a project makes them invaluable for businesses seeking efficiency and flexibility in their development teams.

2. Embracing Cutting-Edge Technologies

The rapid evolution of web technologies requires full stack developers to stay ahead of the curve. With AI, serverless architectures, and blockchain gaining momentum, full stack developers need to continuously upgrade their skills to meet the demands of modern development.

By staying informed about the latest trends and emerging frameworks, full stack developers can ensure they remain competitive and capable of delivering solutions that are scalable and future-proof. Learning new programming languages and development environments is key to thriving in an ever-changing tech world.

3. The Growth of Progressive Web Apps (PWAs)

The rise of Progressive Web Apps (PWAs) has created new opportunities for full stack developers to build highly functional, fast, and responsive web applications that offer a native app-like experience. These apps are lightweight, secure, and can work offline, making them a popular choice for businesses looking to enhance user engagement. Here’s where getting certified with the Top Full Stack Online Certification can help a lot.

PWAs have quickly become the go-to solution for companies that want to deliver seamless experiences without requiring users to download a native app. Full stack developers proficient in PWA development will continue to find exciting opportunities as this trend grows in popularity.

4. Prioritizing Security in Web Development

With the growing threat of cyberattacks, businesses are placing a strong emphasis on web security. Full stack developers are increasingly expected to build secure applications that protect sensitive data and prevent breaches. Developers with knowledge in cybersecurity protocols, such as encryption, secure coding, and data protection, will be highly sought after.

In 2024, businesses are looking for developers who can ensure their applications are built with robust security measures in place. Full stack developers who prioritize security will find themselves in demand, especially in industries that handle sensitive data, such as finance and healthcare.

5. Blending General Development with Specialization

While full stack developers are known for their broad skill set, there’s a growing trend toward specialization. Developers who focus on areas like DevOps, cloud computing, or mobile app development can offer a more tailored approach to solving specific business challenges.

The future of full stack development is likely to involve hybrid roles, where developers wear multiple hats and collaborate with other specialists. By honing a particular expertise alongside their general development skills, full stack developers will be able to carve out unique positions in the tech world.

6. The Rise of Remote and Freelance Opportunities

The shift toward remote work is creating new opportunities for full stack developers to work from anywhere in the world. Companies are embracing remote teams, giving developers the flexibility to take on freelance projects or work for global clients. This trend offers full stack developers more freedom and work-life balance, while allowing them to access a broader range of job opportunities.

Freelancing will also continue to grow, providing full stack developers with the chance to work independently and build diverse portfolios. With the demand for web development services rising, full stack developers have plenty of opportunities to collaborate with different clients and industries.

7. AI and Automation Are Shaping Development

As AI and automation become more integral to business operations, full stack developers will need to incorporate these technologies into their development work. Whether it’s integrating chatbots, building automated workflows, or personalizing content through AI, full stack developers will play a key role in building intelligent, responsive applications.

Automation tools are also transforming how developers approach tasks like testing, deployment, and maintenance. Full stack developers who can streamline development processes through automation will be able to deliver higher-quality products faster, improving their efficiency and staying ahead of the competition.

Conclusion

Full stack development is a field full of exciting possibilities, driven by constant advancements in technology and the increasing need for flexible, multi-skilled developers. From mastering new tools like PWAs and AI integration to focusing on cybersecurity and remote work, full stack developers are well-positioned to thrive in 2024 and beyond. By staying adaptable and continually expanding their skill sets, these developers will remain critical players in shaping the future of the digital landscape.

#full stack course

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jcmarchi · 2 months ago

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The Rising Danger of Ransomware and How to Recover From an Attack

New Post has been published on https://thedigitalinsider.com/the-rising-danger-of-ransomware-and-how-to-recover-from-an-attack/

The Rising Danger of Ransomware and How to Recover From an Attack

When an organization begins to expand, they’ll likely be faced with a number of operational challenges they need to address. While all businesses have unique roadblocks they’ll need to navigate around, one of the most common issues that all organizations are dealing with today are cyber threats.

Considering the global surge in cybercrime year-over-year, it’s likely that most organizations will have to deal with at least one major security threat in the near future. Understanding how to adequately prepare and react to this scenario, especially a ransomware attack, is critical to ensure the business can mitigate its risks effectively.

Recognizing The Increasing Danger of Ransomware Attacks

Cybersecurity has become a growing concern for many organizations – and rightly so. Recent reports have shown that 71% of global businesses have faced some form of ransomware, and the trends aren’t slowing the way experts would like.

Many of the reasons why cybercrime has become so rampant has been due to the developments of supporting technologies that make digital attacks so effective. Next-generation AI tools and automated coding scripts have made it easier than ever for cybercriminals, even those with little experience, to plan and launch highly sophisticated attacks.

When it comes to ransomware, it has primarily become a numbers game for cyber attackers. While a good amount of organizations are taking digital threats seriously and implementing safeguards to better protect themselves, many others still lack adequate security protocols for their organizations.

The lack of resources or necessary security budgets for many businesses leads many to pay ransoms to attackers in the hopes of minimizing the damage their organizations face to lost mission-critical data or extended operational downtime. Unfortunately, this willingness to cooperate with extortion demands is only continuing to feed a vicious cycle of attacks.

How Can a Business Keep Themselves Protected?

Recognizing the dangers that businesses face is only half the battle when confronted with emerging cyber threats. To increase the likelihood of avoiding an attack altogether, businesses need to put into place a number of important initiatives. Some of these include:

Thorough Security Planning

Prioritizing organizational awareness of any and all existing risks or system vulnerabilities is critical when reducing exposure to cyber threats. This requires a combination of both internal and external support as well as detailed security auditing protocols.

Security auditing is an essential exercise that helps businesses identify important cybersecurity weaknesses and prioritize their remediation. In regulated industries, these audits are critical to ensuring that specific compliance standards are being met by the business. This is particularly true in healthcare sectors, where obtaining certifications like HITRUST is essential to helping businesses avoid non-compliance breaches.

Security audits should be a staple in helping businesses assess every element of their security readiness, right down to their incident response preparedness and their ability to recover successfully even if an attack does take place.

Assessing Vendor Risks

Modern businesses are increasingly dependent on external vendors and providers to help them grow. However, while embracing new AI technologies or cloud-based services can offer a number of benefits, they can also introduce certain vulnerabilities that need to be taken into consideration.

When you collaborate with third-party vendors, it’s important to recognize that this essentially expands your business’s digital footprint. While there isn’t anything wrong with this approach, this extended footprint can also increase your digital attack surface and give cyber attackers new areas to exploit.

Completing thorough vendor assessments is a crucial security measure that businesses should take to better understand the security weaknesses within their digital supply chain. This not only helps the organization better manage its overall risk profile but it also helps businesses make better decisions regarding their partnerships.

Hiring External Assistance

While investing in a great team or various cybersecurity tools is an important step forward Their real value will show after their effectiveness is validated by being able to withstand real-world attacks.

However, rather than waiting for an attack to take place and hoping for the best, businesses have the ability to use a penetration testing service, which provides a valuable way to assess an organization’s defenses against simulated cyberattacks.

Penetration testers work alongside security teams to help them identify discovered vulnerabilities that can be exploited and breached the same way a real attacker would. This provides a much safer way for businesses to validate the integrity of their security systems while also being provided a priority list to address in the event weaknesses are discovered.

What Steps Should Businesses Take To Help Them Recover from a Ransomware Attack?

It can be easy to fall into the trap of thinking that only large enterprises or high-profile brands are in the crosshairs of cybercriminals. In reality, smaller and mid-sized businesses are often prime targets, since they typically have less cybersecurity budgets and are more likely to pay the ransom.

Regardless of what type of business you have and its size, taking proactive steps to prepare for a potential ransomware attack is essential. Here are a few steps you should take:

Plan for the Worst Case Scenario

Deciding to pay a ransom in the event of a successful ransomware attack is a high-stakes risk. Even after paying their ransoms, only around 60% of businesses have been able to successfully recover their encrypted data. This makes this a very risky choice for most organizations.

One way to avoid needing to make this difficult decision is to proactively invest in cybersecurity insurance. This type of financial safety net is a must-have when needing to recover files and databases and can potentially save the business thousands of dollars rebuilding critical systems.

Create a Detailed Disaster Recovery Plan

Having a proactive approach to cybersecurity is critical when looking to minimize disruptions caused by major security incidents. Instead of having the mindset that your business isn’t likely to experience any issues, having a forward-thinking, anticipatory attitude will help the organization prioritize important initiatives like comprehensive disaster recovery planning.

A disaster recovery plan documents all of the individuals or outside partners that will play a role in helping to restore normal business operations in the event of a cybersecurity event. It outlines all of the protocols, procedures, and critical timelines that need to be adhered to in order to prevent significant financial losses.

Work with a Managed Service Provider

Many companies lack the resources to handle their business security in-house without assistance from outside sourcing. Partnering with a managed service provider (MSP) can be an effective way to strengthen these internal defenses and also help support recovery efforts when dealing with the aftermath of a ransomware attack.

MSPs employ skilled security professionals and usually have access to cutting-edge technologies to maximize an organization’s cybersecurity readiness. By leveraging their expertise, organizations can ensure continuous, round-the-clock protection of all their critical systems and networks.

Don’t Let Your Business Become a Victim

Although cybersecurity planning can be a complex process, it’s an undeniably important element of supporting sustainable business growth. By staying informed about new emerging threats and taking the necessary proactive security measures, your business will be able to effectively reduce its digital attack surface while having the necessary protocols in place to successfully navigate any worst-case scenarios.

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samiinfotech1 · 2 months ago

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Leading IT Education Center in Nerul: Shaping Tomorrow's Tech Leaders

In today’s fast-paced digital world, Information Technology (IT) skills have become indispensable. Whether it’s software development, networking, or cybersecurity, professionals equipped with the right IT knowledge have a significant edge in the competitive job market. One city that has witnessed a surge in IT education is Nerul, a bustling node of Navi Mumbai. The Leading IT education center in Nerul here are playing a pivotal role in shaping the future of the tech industry.

Among the standout institutions, XYZ IT Education Center has carved out a reputation as a premier hub for aspiring IT professionals. Located in the heart of Nerul, XYZ offers a comprehensive range of IT courses, catering to both beginners and professionals looking to advance their careers. From specialized software development training to full-stack programming and cloud computing certifications, this institute has become a cornerstone in Nerul's IT education landscape.

Why Choose an IT Education Center in Nerul?

The demand for skilled IT professionals has skyrocketed in India and across the globe. As companies continue to digitize their operations, there is an increasing need for individuals who are adept at handling complex technological processes. IT education centers like XYZ in Nerul provide the kind of targeted training that helps learners stay up-to-date with the latest industry trends, tools, and platforms.

Nerul’s growing IT education ecosystem is supported by excellent infrastructure and access to industry networks, offering students unique opportunities to collaborate with companies and gain hands-on experience. In addition, these institutions provide access to the latest hardware, software, and tools, giving learners the best environment to nurture their skills.

Course Offerings

XYZ IT Education Center offers a broad array of courses to match the evolving needs of the tech industry. Some of their flagship programs include:

Software Development: This course covers multiple programming languages such as Python, Java, and C++. With a focus on object-oriented programming, students gain in-depth knowledge of how to develop scalable and efficient software solutions.

Web Development: Full-stack development training is another popular program, where learners dive into both front-end and back-end technologies. Frameworks like React.js, Angular, and Node.js are taught, alongside essential skills in HTML, CSS, and JavaScript.

Data Science and Artificial Intelligence (AI): Data science is currently one of the most sought-after skills. XYZ's comprehensive course in data science and AI provides training in data analytics, machine learning algorithms, and AI frameworks.

Cloud Computing: In partnership with cloud service providers like AWS and Microsoft Azure, the center offers courses in cloud computing that cater to the growing demand for cloud architects and administrators.

Cybersecurity: In an age where digital threats are becoming more prevalent, the need for skilled cybersecurity professionals has never been higher. XYZ offers cybersecurity training that includes ethical hacking, vulnerability assessments, and network security protocols.

Hands-On Learning and Placement Opportunities

What sets XYZ IT Education Center apart is its commitment to hands-on learning. The institute emphasizes practical experience over theoretical learning, offering labs and live projects that mirror real-world scenarios. This approach ensures that students are industry-ready by the time they graduate.

Additionally, XYZ has a strong placement cell that has established partnerships with several IT companies. These alliances have resulted in high placement rates, with many students securing roles in leading tech firms in India and abroad.

A Bright Future for IT in Nerul

As the Leading IT education center in Thane East continues to evolve, institutions like XYZ are stepping up to equip the next generation of professionals with the skills they need to thrive. Nerul, with its strategic location and growing tech ecosystem, is fast becoming a hub for IT education. With centers like XYZ leading the charge, students here are not only receiving cutting-edge training but also getting access to a world of opportunities.

In conclusion, if you're looking to start or advance your career in the IT sector, Nerul offers some of the best education opportunities in the region. The IT education centers in this bustling area are dedicated to shaping tomorrow’s tech leaders, ensuring that students are equipped with the latest skills, certifications, and hands-on experience required in the global IT landscape.

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lbtc · 2 months ago

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Building a Successful Career in Digital Transformation.

Digital transformation has become a critical component in assessing a company's success in today's fast-paced commercial environment. The demand for experts in digital transformation is rising as companies use new technology more and more to increase customer happiness, streamline operations, and promote innovation. Technical expertise, strategic thinking, and a thorough understanding of how digital tools may be leveraged to achieve corporate objectives are all necessary for a successful career in this profession.

Understanding Digital Transformation

Digital transformation involves rethinking how a business operates and provides services to its clients, not just implementing the newest technology. It entails incorporating digital technology into every facet of a company, radically changing how it runs and provides value to clients. This approach might include everything from streamlining customer interactions via digital channels to automating internal processes. The goal is to build an organisation that is more customer-focused, efficient, and flexible.

Key Skills for a Digital Transformation Career

Technical Proficiency: Anyone hoping to work in the field of digital transformation needs to have a solid foundation in technology. Understanding cutting-edge technologies like machine learning, cloud computing, artificial intelligence (AI), and data analytics is part of this. Additionally, as these fields are essential to the effective execution of digital efforts, expertise in cybersecurity, software development, and IT infrastructure is highly valued.

Strategic Thinking: The process of digital transformation involves both technology and strategy. Experts in this domain need to be able to coordinate digital projects with more general corporate objectives. This calls for the capacity for strategic thought, the ability to spot chances for digital innovation, and the creation of an implementation plan that yields quantifiable outcomes.

Change Management: Implementing digital transformation often requires significant changes to organisational processes, culture, and mindsets. Professionals in this field must be skilled in change management, with the ability to lead teams through the transition, address resistance, and ensure that new technologies and processes are adopted effectively.

Data-Driven Decision-Making: Data is a vital resource in the digital age. Experts in digital transformation need to know how to use data to make decisions, streamline processes, and spur creativity. This calls for not just technical proficiency in data analysis but also the capacity to understand data and apply it to inform corporate strategy.

Continuous Learning and Adaptability: Since the digital landscape is always changing, people in this industry need to be dedicated to lifelong learning. This entails keeping abreast of the most recent advancements in technology, business trends, and digital transformation best practices. Additionally, flexibility is essential since it allows one to change course and take advantage of fresh chances and challenges in a setting that is changing quickly.

Developing Your Career in Digital Transformation

Developing a solid foundation in the aforementioned critical abilities is a crucial first step towards constructing a prosperous career in digital transformation. This can be accomplished via formal education—getting a degree in a relevant profession, for example—as well as hands-on learning—working on digital projects, taking a change management course, or earning certifications in pertinent technologies.

Establishing networks is also crucial. Developing ties with industry experts can lead to insightful conversations, possibilities for career progress, and mentorship. Getting involved in online forums, attending industry conferences, and joining professional organisations are all excellent means of making connections with other people in the digital transformation field.

Ultimately, it is critical to maintain concentration on your professional objectives and to pursue chances for personal and professional advancement actively. A career in digital transformation offers countless options for individuals who are prepared to embrace change and create for the future, regardless of whether you're trying to develop within your existing organisation or explore new opportunities.

#change management #business courses

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