sequence scope
The Sequence Scope: The Race to Improve Reinforcement Learning
The Sequence Scope is a summary of the most important published research papers, released technology and startup news in the AI ecosystem in the last week. This compendium is part of TheSequence newsletter. Data scientists, scholars, and developers from Microsoft Research, Intel Corporation, Linux Foundation AI, Google, Lockheed Martin, Cardiff University, Mellon College of Science, Warsaw University of Technology, Universitat Politècnica de València and other companies and universities are already subscribed to TheSequence. Reinforcement Learning (RL) has been at the center of some of the most important milestones of the last decade of deep learning. DeepMind's RL-based AlphaGo is considered by many the "Sputnik moment" in artificial intelligence (AI), responsible for sparking an innovation race between the top AI labs in the world.
The Sequence Scope: Using Transformers in Mainstream Deep Learning Applications
The Sequence Scope is a summary of the most important published research papers, released technology and startup news in the AI ecosystem in the last week. This compendium is part of TheSequence newsletter. Data scientists, scholars, and developers from Microsoft Research, Intel Corporation, Linux Foundation AI, Google, Lockheed Martin, Cardiff University, Mellon College of Science, Warsaw University of Technology, Universitat Politècnica de València and other companies and universities are already subscribed to TheSequence. Not a week goes by in which we don't learn about new, marvelous applications of transformers to deep learning domains. Considered one of the most important breakthroughs in the last few years of the deep learning space, transformers have gone to establish unfathomable milestones in domains such as natural language understanding (NLU) or computer vision.
The Sequence Scope: Making Sense of Microsoft's Recent Machine Learning Announcements
As you can see, this is an impressive series of releases and one that addresses some of the hottest trends in modern ML applications. When it comes to ML, Microsoft continues to innovate at a very impressive pace and it's becoming one of the most complete suites of ML technologies in the market. Edge#69: search strategies in neural architecture search; Google's evolved transformer that is a killer combination of transformers and NAS; Microsoft's neural network intelligence -- the most impressive AutoML framework you have ever heard of.
The Sequence Scope: A Heroku for Machine Learning
The Sequence Scope is a summary of the most important published research papers, released technology and startup news in the AI ecosystem in the last week. This compendium is part of TheSequence newsletter. Data scientists, scholars, and developers from Microsoft Research, Intel Corporation, Linux Foundation AI, Google, Lockheed Martin, Cardiff University, Mellon College of Science, Warsaw University of Technology, Universitat Politècnica de València and other companies and universities are already subscribed to TheSequence. Years ago, cloud startup Heroku was able to successfully challenge cloud providers such as Amazon and Microsoft by providing a super simple model for building cloud applications. For years, Heroku was able to remain competitive in the midst of AWS and Azure growth, until it was acquired by Salesforce for $212 million.
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