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CS229: Machine Learning - AI Summary

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CS229: Machine Learning Course Description This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include: supervised learning (generative/discriminative learning, parametric/non-parametric learning, neural networks, support vector machines); unsupervised learning (clustering, dimensionality reduction, kernel methods); learning theory (bias/variance tradeoffs, practical advice); reinforcement learning and adaptive control. The course will also discuss recent applications of machine learning, such as to robotic control, data mining, autonomous navigation, bioinformatics, speech recognition, and text and web data processing. Course Description This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include: supervised learning (generative/discriminative learning, parametric/non-parametric learning, neural networks, support vector machines); unsupervised learning (clustering, dimensionality reduction, kernel methods); learning theory (bias/variance tradeoffs, practical advice); reinforcement learning and adaptive control.


Artificial Intelligence: The Science Behind The Good Customer Experience - Elets BFSI

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Artificial Intelligence (AI), as one of the leading technological trends, continues to grow in popularity among marketers and sales professionals, and has evolved into an essential tool for brands seeking to provide a hyper-personalized, exceptional customer experience. AI-enhanced customer relationship management (CRM) and customer data platform (CDP) software is now available, bringing AI to the enterprise without the high costs previously associated with the technology. On the basis of exclusive interactions with leaders in the BFSI sector, Nidhi Shail Kujur of Elets News Network (ENN) explores how with constantly evolving technologies, the banking and financial services industry promises to exceed customer expectations. The banking industry is undergoing significant change, particularly with the spread of customer-centricity. We live in a world where the majority of people have access to the internet.


CS221: Artificial Intelligence: Principles And Techniques - AI Summary

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Students should contact the OAE as soon as possible and at any rate in advance of assignment deadlines, since timely notice is needed to coordinate accommodations. It is the student's responsibility to reach out to the teaching staff regarding the OAE letter.Please send your letters to [email protected] by Friday, April 15 (week 3). Specific topics include machine learning, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and logic. Students should make sure that they are able to take the CS 221 final exam at the normal time if they are enrolled in a conflicting course. All projects require that students spend time gathering data, and setting up the infrastructure to reach an end result.


Python and Machine-Learning for Asset Management with Alternative Data Sets

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Founded in 1906, EDHEC is now one of Europe's top 15 business schools . Based in Lille, Nice, Paris, London and Singapore, and counting over 90 nationalities on its campuses, EDHEC is a fully international school directly connected to the business world. With over 40,000 graduates in 120 countries, it trains committed managers capable of dealing with the challenges of a fast-evolving world. Harnessing its core values of excellence, innovation and entrepreneurial spirit, EDHEC has developed a strategic model founded on research of true practical use to society, businesses and students, and which is particularly evident in the work of EDHEC-Risk Institute and Scientific Beta. The School functions as a genuine laboratory of ideas and plays a pioneering role in the field of digital education via EDHEC Online, the first fully online degree-level training platform.


Watch a creepy disembodied robot mouth recite prayers, using AI

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According to the conviction of most scientists within the research about artificial intelligence, robots as self-learning software running on so …


That's not what Artificial Intelligence means to me

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In the past few years, we've seen technology advance at a breakneck speed. From the introduction of new gadgets to the widespread use of internet, the world has changed at a pace never seen before. But technology is also responsible for bringing about many misunderstandings. All of this to say that Artificial Intelligence is anything but artificial. Artificial Intelligence is a current trend that is often thrown around without people actually knowing what it means.


Arocom IT Solutions Pvt. Ltd. hiring Senior Machine Learning Engineer in India

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We are looking for an experienced Machine learning engineer to join our team as a consultant. To succeed in this job position, candidates will create algorithms and conduct statistical analysis. They should have strong analytical skills and the ability to design and develop various AI/ML algorithms. We are a consulting and solution engineering company with expertise in Data Engineering, Artificial Intelligence & Machine Learning, CRM, and Cloud Computing. Consultants from our company are specialists in their fields and provide leadership to our clients.


La veille de la cybersécurité

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Human-level artificial intelligence is close to finally being achieved, according to a lead researcher at Google's DeepMind AI division. Dr Nando de Freitas said "the game is over" in the decades-long quest to realise artificial general intelligence (AGI) after DeepMind unveiled an AI system capable of completing a wide range of complex tasks, from stacking blocks to writing poetry.


Valeo says next-gen lidar can enable Level 4

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A recent Valeo test vehicle in Tokyo demonstrated how Scala lidars and a front camera, combined with vehicle-to-infrastructure communication, could autonomously steer through crowded boulevards, thread between lumbering trucks and zipping passenger vehicles, while navigating pedestrians. The system is Level 4-capable but operates in Level 2 mode during public testing, with a Valeo engineer always at the ready to take control. The self-driving system had its faltering moments, usually while negotiating scenarios that require bending traffic rules -- such as leaving a lane to go around idling trucks or bicyclists. And the steering and braking aren't always as smooth as would be done with a human touch. Valeo engineers say that coming versions will better address such borderline scenarios.


Steve Blank Artificial Intelligence and Machine Learning– Explained

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Hundreds of billions in public and private capital is being invested in Artificial Intelligence (AI) and Machine Learning companies. The number of patents filed in 2021 is more than 30 times higher than in 2015 as companies and countries across the world have realized that AI and Machine Learning will be a major disruptor and potentially change the balance of military power. Until recently, the hype exceeded reality. Today, however, advances in AI in several important areas (here, here, here, here and here) equal and even surpass human capabilities. If you haven't paid attention, now's the time. Artificial Intelligence and the Department of Defense (DoD) The Department of Defense has thought that Artificial Intelligence is such a foundational set of technologies that they started a dedicated organization- the JAIC – to enable and implement artificial intelligence across the Department. They provide the infrastructure, tools, and technical expertise for DoD users to successfully build and deploy their AI-accelerated projects. Some specific defense related AI applications are listed later in this document. We're in the Middle of a Revolution Imagine it's 1950, and you're a visitor who traveled back in time from today. Your job is to explain the impact computers will have on business, defense and society to people who are using manual calculators and slide rules. You succeed in convincing one company and a government to adopt computers and learn to code much faster than their competitors /adversaries. And they figure out how they could digitally enable their business – supply chain, customer interactions, etc. Think about the competitive edge they'd have by today in business or as a nation. That's where we are today with Artificial Intelligence and Machine Learning. These technologies will transform businesses and government agencies.