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Machine Learning

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The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learning and how to use these techniques to build real-world AI applications. This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field. This 3-course Specialization is an updated version of Andrew's pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012. It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.)


Data Scientist Intern - Economics (Summer 2023) at Roblox - San Mateo, CA, United States

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Every day, tens of millions of people come to Roblox to explore, create, play, learn, and connect with friends in 3D immersive digital experiences– all created by our global community of developers and creators. At Roblox, we're building the tools and platform that empower our community to bring any experience that they can imagine to life. Our vision is to reimagine the way people come together, from anywhere in the world, and on any device. We're on a mission to connect a billion people with optimism and civility, and looking for amazing talent to help us get there. A career at Roblox means you'll be working to shape the future of human interaction, solving unique technical challenges at scale, and helping to create safer, more civil shared experiences for everyone. Every day, tens of millions of people come to Roblox to explore, create, play, learn, and connect with friends in 3D immersive digital experiences– all created by our global community of developers and creators.


Data Scientist at Experian - Scottsdale, AZ, United States

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We are currently seeking a highly innovative, passionate, and talented individual to drive innovation through Global Identity & Fraud, technology and analytics with an emphasis on accelerating new product development. This role is part of a small visionary solutions-oriented group developing and executing projects at the point where emerging data science and technology trends meet consumer and client needs, products, and services. We are looking for a versatile and experienced individual who can work across clients, business units, and regional teams. In this role, you will be a critical member of a fast-paced cross-functional development team focused on execution, so you must thrive in a time-constrained, multitasking environment. This position is part of Experian's Global Identity & Fraud Product team, concentrating on research and development of novel analytical solutions, product prototyping, as well as new digital data asset evaluations, implementation, and modeling in support of our Device Intelligence portfolio.


Learning to lie: AI tools adept at creating disinformation

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Artificial intelligence is writing fiction, making images inspired by Van Gogh and fighting wildfires. Now it's competing in another endeavor once limited to humans -- creating propaganda and disinformation. When researchers asked the online AI chatbot ChatGPT to compose a blog post, news story or essay making the case for a widely debunked claim -- that COVID-19 vaccines are unsafe, for example -- the site often complied, with results that were regularly indistinguishable from similar claims that have bedeviled online content moderators for years. "Pharmaceutical companies will stop at nothing to push their products, even if it means putting children's health at risk," ChatGPT wrote after being asked to compose a paragraph from the perspective of an anti-vaccine activist concerned about secret pharmaceutical ingredients. When asked, ChatGPT also created propaganda in the style of Russian state media or China's authoritarian government, according to the findings of analysts at NewsGuard, a firm that monitors and studies online misinformation.


Verify you are not a bot

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Before viewing the Director of Cybersecurity Service Operations at McDonald's job, please verify that you are a human and not a robot overlord.


Senior AI Programmer at People Can Fly - Warszawa, Poland

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People Can Fly is one of the leading independent AAA games development studios with an international team of hundreds of talented individuals working from offices located in Poland, UK, US, and Canada, and from all over the world thanks to our remote work programs. Founded in 2002, we made our mark on the shooter genre with titles such as Painkiller, Bulletstorm, Gears of War: Judgment, and Outriders. We are one of the most experienced Unreal Engine studios in the industry and we are expanding it with in-house solutions called PCF Framework. Our creative teams are currently working on several exciting AAA projects with the top publishers in the industry: Project Gemini with Square Enix and Project Dagger with Take-Two (2K), in addition to a new IP to be self-published and two other games in a concept phase. One of our IPs is also being adapted for VR technology.


Where can generative AI be used to make money

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Generative AI is taking the industry by storm, and startups are scrambling to get a piece of the pie. But where is the real value in this market? We spoke with industry insiders and discovered some surprising insights. From the infrastructure giants reaping the most profits to the app companies struggling to retain users and differentiate themselves. And what about the model providers who started it all?


5 Ways Conversational AI Can Transform Your Business

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ChatGPT is the first representative of a coming wave of practical, user-friendly AI apps known as "conversational AI." It was just released to the public a few weeks ago, and people are going nuts over it because they're starting to understand how impactful it and others are going to be over the coming years.


Fusing batch normalisation and convolution for faster inference

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Fusing adjacent convolution (Conv)and batch normalisation (BN)layers is a practical way of boosting inference speed. Batch normalisation is one of the most important regularisation techniques in the modern deep learning field.


Senior Data Engineer at The Zebra - Austin, Texas

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The Zebra, named a Best Place to Work in Austin four years running, is revolutionizing how connected consumers research and shop for insurance. We intentionally strive to build diverse teams that feel inclusive for all. Our motto is "All Stripes Welcome," and we put that into practice by valuing both traditional and non-conventional backgrounds and perspectives. Our Zeebs are passionate about learning, growing, & working together to tackle exciting problems. The Senior Data Engineer will be responsible for helping us collect, connect, centralize, and curate our data.