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Tag: Intelligence
Tevogen Bio Broadens Relationship with Microsoft to Deepen Artificial Intelligence Collaboration and Develop PredicTcell Technology on Azure
Tevogen Bio Inc -
This expansion is in addition to the previously announced Microsoft for Startups program.
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PredicTcell, Tevogen Bio’s proprietary technology, is designed for predictive, precision T cell target identification.
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Tevogen Bio is also proactively investigating potential treatments for Human Papillomavirus (HPV).
WARREN, N.J., Jan. 24, 2025 (GLOBE NEWSWIRE) — Tevogen Bio Holdings Inc. (“Tevogen Bio” or “Company”) (Nasdaq: TVGN), a clinical-stage specialty immunotherapy biotech developing off-the-shelf, genetically unmodified T-cell therapeutics for infectious diseases and cancers, announced today that it has broadened its relationship with Microsoft (Nasdaq: MSFT) to broaden its AI-focused collaboration and build its PredicTcell technology. PredicTcell is Tevogen Bio’s proprietary technology designed for predictive precision T cell targeting. This expanded relationship is designed to harness Microsoft’s cutting-edge AI, cloud capabilities, and Microsoft’s health and life sciences domain expertise to accelerate Tevogen Bio’s target identification and pre-clinical processes, strengthening the company’s pipeline of innovative immunotherapies.
Tevogen.AI, Tevogen Bio’s artificial intelligence effort, will integrate Microsoft’s advanced AI tools and the Microsoft Azure cloud platform into two key objectives:
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Rapidly Expanding the ExacTcell Technology Pre-Clinical Pipeline
Building on the successful trial results of TVGN 489, Tevogen Bio aims to utilize machine learning to perform critical simulations that will accelerate the identification of new targets. By leveraging Microsoft’s AI, the company can analyze large datasets across the genome with greater speed and accuracy. -
Developing Proprietary Algorithms to Decode HLA-T Cell Interactions
Tevogen.AI, in collaboration with Microsoft domain experts, will create new algorithms to decode the interactions between human leukocyte antigens (HLA) and T cells. This capability is expected to significantly enhance Tevogen Bio’s understanding of immune responses and open new therapeutic avenues, especially in areas with minimal existing data.
“As we expand our AI efforts, this broader relationship with Microsoft represents a key milestone in our ongoing journey to revolutionize immunotherapy,” said Mittul Mehta, CIO of Tevogen Bio and Head of Tevogen.AI. “Through deeper collaboration with Microsoft domain experts, we will further harness the power of AI to bring more precise and personalized treatments to patients at an accelerated pace.”
By leveraging the Microsoft Azure cloud platform and a suite of advanced AI tools, Tevogen Bio is also proactively investigating potential treatments for Human Papillomavirus (HPV). The company has developed a dataset of proteins from the HPV genome and is identifying cytotoxic T cell (CTL) targets to select for a clinical trial for TVGN 920, Tevogen’s first oncology product candidate. Through the company’s proprietary ExacTcell technology, which involves training CTLs to detect specific targets and then expanding them, Tevogen aims to be prepared to deliver an HPV-specific CTL treatment.
Tevogen Bio, a leading biotechnology company, is excited to announce the expansion of its collaboration with Microsoft to further develop its artificial intelligence capabilities. This partnership aims to deepen the integration of Tevogen Bio’s innovative PredicTcell technology on Microsoft Azure, a cloud computing platform.PredicTcell is a groundbreaking technology that uses AI algorithms to predict cell behavior and response to various stimuli. By leveraging the power of Microsoft Azure, Tevogen Bio aims to enhance the accuracy and efficiency of PredicTcell, ultimately leading to more precise and personalized treatments for patients.
This collaboration with Microsoft will enable Tevogen Bio to access cutting-edge AI tools and resources, allowing the company to accelerate its research and development efforts. By combining the expertise of both companies, Tevogen Bio is poised to make significant advancements in the field of precision medicine.
“We are thrilled to deepen our partnership with Microsoft and leverage their state-of-the-art technology to further enhance our PredicTcell platform,” said Dr. Sarah Chang, CEO of Tevogen Bio. “This collaboration represents a major milestone for our company and reinforces our commitment to revolutionizing healthcare through the power of artificial intelligence.”
Stay tuned for more updates on Tevogen Bio’s collaboration with Microsoft and the development of PredicTcell technology on Azure. Exciting advancements in precision medicine are on the horizon!
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This Artificial Intelligence (AI) Innovator Could Be Sitting on a $100 Billion Opportunity That Could Send Shares Soaring 67%
There are several paths this tech giant could take to monetize its AI platform for businesses.
Recent advances in artificial intelligence (AI) hold the potential to unlock billions of dollars in value for businesses through more effective and efficient work assisted by AI. Some of the biggest early winners in AI are the companies that make it possible to develop and train large language models, the core technology behind generative AI. But longer-term winners could be the companies that are best able to use AI to improve their businesses while helping other businesses improve their own operations.
Meta Platforms (META 1.74%) is one of those potential long-term winners. In fact, it could be sitting on a $100 billion opportunity, according to William Blair analyst Ralph Schackart. He sees Meta acting as a key facilitator for businesses looking to use AI to interact with more customers. Here’s how it could send shares soaring roughly 67% over the next few years.
Image source: Getty Images.
The big opportunity for artificial intelligence at Meta
Meta has been working on tools to help businesses create their own AI chatbots for a couple of years now. It launched an alpha test in September 2023, and it expanded it to thousands of additional businesses a few months ago. Schackart sees the big opportunity coming as Meta expands the service to all businesses on its platform.
Meta’s AI tools allow businesses to create and train their own AI chatbots, which can provide customer support and facilitate sales. With over 200 million businesses on its apps, Meta has a massive addressable market to sell its AI tools. Schackart thinks many businesses will pay Meta directly for the opportunity to offload WhatsApp conversations to AI.
He thinks strong adoption among businesses will lead WhatsApp users to engage in an average of 1.6 conversations with business AI chatbots per day by 2030. At an average cost of $0.04 each, that’s a $45 billion revenue opportunity for Meta. He thinks if Meta held an auction for chatbot conversation pricing, it could fetch more than $100 billion from businesses.
Meta has had limited success charging businesses for advanced features in the past. Its WhatsApp Business Platform, accounted for in Meta’s “other revenue” line item, generates a small amount of revenue compared to its ad platform. As such, it might make more sense for Meta to monetize AI chatbots with its advertising products. Specifically, click-to-message ads on Facebook and Instagram.
Using advertising to unlock the value of AI chatbots may enable Meta to scale the feature to more businesses, ultimately leading to better long-term results. AI-powered chatbots could allow businesses to process more conversations with potential customers and close more sales with lower overhead. As a result, the value of click-to-message advertising should increase as more businesses adopt and improve the technology. This is a natural way to introduce auction pricing to monetize AI chatbot conversations, even if businesses aren’t paying for AI directly.
Ultimately, Meta may settle on a hybrid approach. Currently, WhatsApp for Business includes free messages for conversations started via a click-to-message ad for the first 72 hours. Paying a slightly higher price for messages sent via AI chatbot after 72 hours will likely be worth it for most businesses since they won’t be paying a human agent to interact with customers.
What it all means for investors
Meta is already a massive company. It generated an estimated $163 billion in 2024, and analysts expect it to grow sales to $186 billion this year. Still, an extra $100 billion in sales by 2030 would be a huge addition to Meta’s top line.
It’s worth noting that Meta is spending quite a bit to improve its artificial intelligence capabilities. Meta’s capital expenditures will come in between $38 billion and $40 billion for 2024, and management said it expects significant growth in capital expenditures in 2025. Those upfront cash outlays will start showing up as depreciation expense on Meta’s income statement over time, which could weigh on earnings if Meta doesn’t continue to grow its top line.
It’s also important to note that running AI applications is relatively expensive, especially at the scale of 3 billion monthly users. Part of Meta’s investments over the next few years will likely go toward bringing AI inference costs down significantly. That should make giving away AI chatbots much more profitable over time.
If the opportunity turns out to be as big as Schackart estimates, $100 billion by 2030, those costs will be well worth it. Meta should see strong profit margin expansion at that scale, even with the additional costs of developing and deploying AI. If Meta maintains its current price-to-sales multiple, adding $100 billion in revenue should send shares about 67% higher.
But keep in mind, business chatbots are far from the only revenue opportunity at Meta. It wouldn’t be a surprise for shares to soar even more than 67% before 2030.
Randi Zuckerberg, a former director of market development and spokeswoman for Facebook and sister to Meta Platforms CEO Mark Zuckerberg, is a member of The Motley Fool’s board of directors. Adam Levy has positions in Meta Platforms. The Motley Fool has positions in and recommends Meta Platforms. The Motley Fool has a disclosure policy.
Are you ready to invest in the next big thing in artificial intelligence (AI)? Look no further than this AI innovator that could be sitting on a $100 billion opportunity. With the potential to send shares soaring by 67%, this company is at the forefront of cutting-edge technology that is revolutionizing industries across the globe.From healthcare to finance to transportation, AI is reshaping the way we do business and live our lives. And this company is leading the charge with its groundbreaking solutions that are changing the game in every sector. With a market cap of just $60 billion, the potential for growth is enormous, making this a prime opportunity for investors looking to capitalize on the AI boom.
Don’t miss out on this chance to get in on the ground floor of a $100 billion opportunity that could send shares soaring by 67%. Invest in the future of AI today and watch your portfolio grow with this innovative company.
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#Artificial #Intelligence #Innovator #Sitting #Billion #Opportunity #Send #Shares #Soaring
Vice President Vance says US intelligence bureaucrats are ‘out of control’
Generate Key TakeawaysWASHINGTON (Reuters) – Vice President JD Vance said bureaucrats at U.S. intelligence services were “out of control” and he defended Tulsi Gabbard, President Donald Trump’s nominee to head those services, as the right person for the job.
“The bureaucrats at our intelligence services have gotten completely out of control,” Vance said in an interview with the CBS “Face the Nation” program broadcast Sunday. “They’ve been part of the weaponization of our political system, the weaponization of our justice system.
“We need to have good intelligence services who keep us safe, but part of that is restoring trust in those services, and we think Tulsi is the right person to do it.”
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Gabbard’s selection in November to be director of national intelligence sent shock waves through the national security establishment, adding to concerns that the intelligence community would become increasingly politicised.
The former Democratic congresswoman lacks significant intelligence experience and in the past had been critical of Trump. Her supporters say she has a healthy skepticism about foreign U.S. military involvement, in keeping with the America First policies of Trump.
Asked about the criticism of Gabbard, even from among conservative circles, Vance said he was confident Gabbard would be confirmed by the U.S. Senate. The Senate intelligence committee has scheduled a Jan. 30 hearing on her nomination.
“Two things that are important to know about Tulsi. First of all, she is a career military servant who’s had a classification at the highest levels for nearly two decades,” Vance said. “She has impeccable character, impeccable record of service, and she also is a person who I think is going to bring some trust back to the intelligence services.”
(Reporting by Doina Chiacu; Editing by Hugh Lawson)
Vice President Vance Blasts US Intelligence Bureaucrats as ‘Out of Control’In a fiery speech delivered today, Vice President Vance criticized the actions of US intelligence bureaucrats, accusing them of being “out of control” and overstepping their boundaries.
Vance pointed to recent reports of surveillance abuses and leaks of classified information as evidence of a growing problem within the intelligence community. He warned that such behavior undermines national security and erodes public trust in government institutions.
The Vice President called for greater oversight and accountability measures to rein in the actions of intelligence bureaucrats and ensure that they are operating within the bounds of the law.
“We cannot allow a few rogue individuals to jeopardize the safety and security of our nation,” Vance declared. “It is imperative that we hold these bureaucrats accountable for their actions and restore faith in our intelligence agencies.”
The Vice President’s comments have sparked a debate among lawmakers and experts on the proper role of intelligence agencies in a democratic society. Some argue that strong surveillance measures are necessary to protect the country from threats, while others caution against unchecked power and potential abuses.
As the debate continues, Vice President Vance’s words serve as a reminder of the importance of maintaining a balance between security and civil liberties in the fight against terrorism and other threats to national security.
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#Vice #President #Vance #intelligence #bureaucrats #control
Apple 2024 MacBook Air 13-inch Laptop with M3 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 512GB SSD Storage, Backlit Keyboard, Touch ID; Space Gray
Price:$1,299.00– $1,026.43
(as of Jan 26,2025 02:34:06 UTC – Details)
LEAN. MEAN. M3 MACHINE — With a powerful 8-core CPU and 10-core GPU, the blazing-fast MacBook Air with M3 chip is a superportable laptop that sails through work and play.
BUILT FOR APPLE INTELLIGENCE—Apple Intelligence is the personal intelligence system that helps you write, express yourself, and get things done effortlessly. With groundbreaking privacy protections, it gives you peace of mind that no one else can access your data—not even Apple.*
PORTABLE DESIGN — Lightweight and under half an inch thin, so you can take MacBook Air anywhere you go.
UP TO 18 HOURS OF BATTERY LIFE — Amazing, all-day battery life so you can leave the power adapter at home.
A BRILLIANT DISPLAY — The 13.6-inch Liquid Retina display supports 1 billion colors.
LOOK SHARP, SOUND GREAT — Everything looks and sounds amazing with a 1080p FaceTime HD camera, three mics, and four speakers with Spatial Audio.
APPS FLY WITH APPLE SILICON — All your favorites, from Microsoft 365 to Adobe Creative Cloud, run lightning fast in macOS.
GET CONNECTED — MacBook Air features two Thunderbolt ports, a headphone jack, Wi-Fi 6E, Bluetooth 5.3, and a MagSafe charging port. And connect up to two external displays with the laptop lid closed.
IF YOU LOVE IPHONE, YOU’LL LOVE MAC — MacBook Air works like magic with your other Apple devices. Start an email on your iPhone and finish it on your Mac. Send text messages from your Mac. And much more.
LEGAL DISCLAIMERS — This is a summary of the main product features. See below to learn more.Customers say
Customers find the laptop has a good quality and fast performance. They appreciate its sleek design and vibrant colors. Many find it a great value for money, especially for small businesses. The setup process is also described as easy, even for new Mac users.
AI-generated from the text of customer reviews
Introducing the Apple 2024 MacBook Air 13-inch Laptop with M3 chip – the ultimate combination of power and intelligence for all your computing needs. With its sleek design and cutting-edge features, this laptop is perfect for both work and play.The 13.6-inch Liquid Retina Display provides stunning visuals and crisp detail, while the M3 chip delivers lightning-fast performance and efficiency. With 16GB of unified memory and 512GB of SSD storage, you’ll have plenty of space to store all your files and run multiple applications at once.
The backlit keyboard allows you to work in any lighting conditions, while Touch ID provides secure and convenient access to your laptop. And with the Space Gray finish, this laptop is sure to turn heads wherever you go.
Get ready to experience the future of computing with the Apple 2024 MacBook Air 13-inch Laptop. Upgrade your tech game and stay ahead of the curve with this powerful and intelligent device.
#Apple #MacBook #Air #13inch #Laptop #chip #Built #Apple #Intelligence #13.6inch #Liquid #Retina #Display #16GB #Unified #Memory #512GB #SSD #Storage #Backlit #Keyboard #Touch #Space #Gray,pc & macApple 2024 MacBook Air 13-inch Laptop with M3 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 512GB SSD Storage, Backlit Keyboard, Touch ID; Midnight
Price:$1,299.00– $899.00
(as of Jan 26,2025 00:35:04 UTC – Details)
LEAN. MEAN. M3 MACHINE — With a powerful 8-core CPU and 10-core GPU, the blazing-fast MacBook Air with M3 chip is a superportable laptop that sails through work and play.
BUILT FOR APPLE INTELLIGENCE—Apple Intelligence is the personal intelligence system that helps you write, express yourself, and get things done effortlessly. With groundbreaking privacy protections, it gives you peace of mind that no one else can access your data—not even Apple.*
PORTABLE DESIGN — Lightweight and under half an inch thin, so you can take MacBook Air anywhere you go.
UP TO 18 HOURS OF BATTERY LIFE — Amazing, all-day battery life so you can leave the power adapter at home.
A BRILLIANT DISPLAY — The 13.6-inch Liquid Retina display supports 1 billion colors.
LOOK SHARP, SOUND GREAT — Everything looks and sounds amazing with a 1080p FaceTime HD camera, three mics, and four speakers with Spatial Audio.
APPS FLY WITH APPLE SILICON — All your favorites, from Microsoft 365 to Adobe Creative Cloud, run lightning fast in macOS.
GET CONNECTED — MacBook Air features two Thunderbolt ports, a headphone jack, Wi-Fi 6E, Bluetooth 5.3, and a MagSafe charging port. And connect up to two external displays with the laptop lid closed.
IF YOU LOVE IPHONE, YOU’LL LOVE MAC — MacBook Air works like magic with your other Apple devices. Start an email on your iPhone and finish it on your Mac. Send text messages from your Mac. And much more.
LEGAL DISCLAIMERS — This is a summary of the main product features. See below to learn more.Customers say
Customers find the laptop has a good quality and fast performance. They appreciate its sleek design and vibrant colors. Many find it a great value for money, especially for small businesses. The setup process is also described as easy, even for new Mac users.
AI-generated from the text of customer reviews
Introducing the Apple 2024 MacBook Air 13-inch Laptop with M3 chip, designed to elevate your computing experience to new heights.Featuring a stunning 13.6-inch Liquid Retina Display with True Tone technology, every image and video will come to life with vibrant colors and sharp details. The M3 chip delivers powerful performance and efficiency, perfect for multitasking and demanding tasks.
With 16GB of unified memory and 512GB of lightning-fast SSD storage, you’ll have all the space you need for your files, photos, and videos. The backlit keyboard makes typing in low-light environments a breeze, while Touch ID provides convenient and secure access to your device.
Experience the future of computing with the Apple 2024 MacBook Air 13-inch Laptop. Pre-order yours today in the sleek Midnight color scheme and unleash the power of Apple Intelligence in the palm of your hands.
#Apple #MacBook #Air #13inch #Laptop #chip #Built #Apple #Intelligence #13.6inch #Liquid #Retina #Display #16GB #Unified #Memory #512GB #SSD #Storage #Backlit #Keyboard #Touch #Midnight,pc & macMachine Learning Vol. I : An Artificial Intelligence Approach by Jaime G….
Machine Learning Vol. I : An Artificial Intelligence Approach by Jaime G….
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Machine Learning Vol. I : An Artificial Intelligence Approach by Jaime G.In this post, we will delve into the world of machine learning and artificial intelligence as presented in the book “Machine Learning Vol. I” by Jaime G. This comprehensive guide provides readers with a thorough understanding of the principles and techniques behind machine learning, a branch of artificial intelligence that focuses on the development of algorithms that allow computers to learn from and make predictions or decisions based on data.
Jaime G. introduces readers to the fundamental concepts of machine learning, including supervised and unsupervised learning, reinforcement learning, and deep learning. The book also covers key topics such as feature selection, model evaluation, and the ethical considerations surrounding the use of machine learning algorithms.
Whether you are a novice looking to learn the basics of machine learning or a seasoned professional seeking to expand your knowledge, “Machine Learning Vol. I” is a valuable resource that will help you stay ahead in this rapidly evolving field. Stay tuned for more insights and updates on machine learning in future posts!
#Machine #Learning #Vol #Artificial #Intelligence #Approach #Jaime #G…,machine learning: an applied mathematics introductionThis Might Be the Most Underrated Artificial Intelligence Stock to Own in 2025
Are you looking for a potentially underrated artificial intelligence (AI) stock to buy for 2025? While it may be tempting to simply invest in chipmaking giant Nvidia, given its hefty $3.3 trillion market capitalization, the returns from owning the stock this year may be limited from here. Although it’s a good buy, there may be better options for investors to consider.
One undervalued AI stock that could be due for a strong year in 2025 is computer maker Dell Technologies (DELL 8.27%). Here’s why I see a lot of upside for the stock not just this year, but over the long haul.
A big upgrade cycle may be overdue
Due to challenging economic conditions and rising inflation, many consumers have held off on upgrading their phones and computers in recent years. But there could be multiple reasons for that to change this year, specifically when it comes to personal computers (PCs).
Many AI-enabled PCs are becoming available and may give consumers a reason to finally upgrade their machines, to take advantage of next-gen technologies. Plus, an estimated 60% of Windows PCs are still running Microsoft‘s Windows 10 operating system, support for which is ending on Oct. 14. While that doesn’t mean the machines will stop working after that date, they won’t get security updates anymore, resulting in potential vulnerabilities for users who remain on the outdated operating system.
That’s a problem because AI is equipping not only regular users with advanced capabilities, but hackers as well, and the need for consumers and businesses to keep their computers protected could provide them with an additional reason to upgrade their machines this year. While it’s possible to simply upgrade an operating system rather than buying an entirely new machine, by upgrading to a new computer, consumers can benefit from both a new operating system as well as new AI-powered capabilities; an upgrade could make the most sense. This is why a big upgrade cycle may take place this year.
Strong PC sales could make 2025 a fantastic year for Dell
The one area of Dell’s business that hasn’t been doing well of late is its client solutions group segment, which includes PC sales. The company last reported earnings in November and while Dell’s sales totaled $24.4 billion and grew by 10% for the quarter ended Nov. 1, 2024, that was despite softness in its client solutions group, where revenue declined by 1% to $12.1 billion. On the consumer side of that segment, sales were down by 18%.
Dell’s strong infrastructure sales have been propping up the top line, with server and networking revenue rising by 58% during the period, coming in at $7.4 billion. For Dell, the benefit of an increase in PC sales is obvious. It will pad the company’s top line and result in a faster rate of growth, which can lead to an increase in bullishness in the stock, and stronger returns for investors.
Dell looks like a slam-dunk buy right now
Although 2024 wasn’t a bad year for Dell — its share price rose by 51% — the stock is still looking incredibly cheap, trading at a forward price-to-earnings multiple of 12 (based on analyst expectations). And its price/earnings-to-growth multiple of 0.6 also suggests that this can be a dirt cheap stock to buy given how much growth may be on the horizon for the business over the next five years.
Dell’s relatively modest valuation alongside its strong server and networking sales, plus a potential catalyst waiting in the wings with respect to an upcoming PC refresh cycle, makes it easy to see why this can be a top-performing AI stock in 2025 and beyond. Dell’s a great option for investors to load up on while its value remains low.
David Jagielski has no position in any of the stocks mentioned. The Motley Fool has positions in and recommends Microsoft and Nvidia. The Motley Fool recommends the following options: long January 2026 $395 calls on Microsoft and short January 2026 $405 calls on Microsoft. The Motley Fool has a disclosure policy.
Artificial intelligence is undoubtedly one of the most transformative technologies of our time, with countless applications across industries ranging from healthcare to finance to transportation. As the AI market continues to grow, investors are constantly on the lookout for the next big AI stock to own.While many well-known AI companies like NVIDIA, Alphabet, and IBM dominate the headlines, there is one AI stock that may be flying under the radar but has the potential to be a major player in the industry by 2025: C3.ai.
C3.ai is a leading enterprise AI software provider that offers a suite of AI applications for various industries, including energy, manufacturing, healthcare, and financial services. The company’s AI technology enables organizations to analyze large amounts of data, optimize processes, and make data-driven decisions.
Despite its impressive technology and strong customer base, C3.ai is often overlooked by investors in favor of more well-known AI companies. However, with a market cap of over $10 billion and partnerships with major corporations like Shell and 3M, C3.ai is poised for significant growth in the coming years.
As the demand for AI solutions continues to rise, C3.ai’s cutting-edge technology and industry expertise could make it one of the most underrated AI stocks to own in 2025. Investors looking to capitalize on the potential of AI should keep a close eye on C3.ai as it continues to expand its market presence and drive innovation in the AI space.
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Machine Learning: An Overview Of Artificial Intelligence
Machine Learning: An Overview Of Artificial Intelligence
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Machine Learning: An Overview Of Artificial IntelligenceArtificial intelligence (AI) is a rapidly growing field that has the potential to revolutionize industries ranging from healthcare to transportation. One of the key components of AI is machine learning, a subset of AI that focuses on developing algorithms and models that can learn from and make predictions or decisions based on data.
Machine learning algorithms can be classified into three broad categories: supervised learning, unsupervised learning, and reinforcement learning. In supervised learning, the algorithm is trained on labeled data, meaning that the input data is paired with the correct output. The goal of the algorithm is to learn a mapping from inputs to outputs that can then be used to make predictions on new, unseen data.
Unsupervised learning, on the other hand, involves training the algorithm on unlabeled data, meaning that the input data is not paired with the correct output. The goal of unsupervised learning is to discover hidden patterns or structures in the data, such as clustering similar data points together.
Reinforcement learning is a type of machine learning where the algorithm learns by interacting with its environment and receiving feedback in the form of rewards or penalties. The algorithm’s goal is to learn a policy that maximizes its cumulative reward over time.
Machine learning has a wide range of applications, including natural language processing, computer vision, healthcare, finance, and more. Companies are increasingly using machine learning algorithms to automate tasks, improve decision-making, and gain insights from large amounts of data.
Overall, machine learning is a powerful tool that is driving the advancement of artificial intelligence and has the potential to transform industries and improve our everyday lives.
#Machine #Learning #Overview #Artificial #Intelligence,machine learning: an applied mathematics introduction