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Neural Networks

40 Years On, PAC-MAN Recreated With AI by NVIDIA Researchers

GameGAN, a Generative Adversarial Network Trained on 50,000 PAC-MAN Episodes, Produces a Fully Functional Version of the Dot-Munching Classic Without an Underlying Game Engine. Forty years to the day since PAC-MAN first hit arcades in Japan, and went on to munch a path to global stardom, the retro classic has been reborn, delivered courtesy of AI. Trained on 50,000 episodes of the game, a powerful new AI model created by NVIDIA Research, called NVIDIA GameGAN, can generate a fully functional version of PAC-MAN without an…

Machine Learning on the Mobile App Install Market — The Real Value of “Smart”

The birth of the field of AI in the 1950s predetermined a new milestone in scientific thought: Since then, it became possible to use computer programs for solving mathematical, economic and other problems, which were relying before on human intelligence. The further development of programs and their growing complexity required more work on code, rules and decision-trees. At that point, realizing the need for more advanced data processing approach, researchers came to what is known today as “Machine Learning” — the ability of…

Visualizing Machine Learning: How Do We Humanize The Intelligence?

These are exciting times for data science professionals. With the rapid advances being made in analytics, specifically around machine learning, deep learning and AI, researchers and practitioners around the world have started adapting these technologies for deep, human-impacting applications. The Age of Advanced Analytics Social talk is replete with conversations that have shifted gears from self-driving cars to flying vehicles, smart machines to robots that are already collaborating quietly in our homes, and chatbots to…

Unacast Scoops $17.5 Million to Add More Power and Transparency to Location Data

Company Will Continue to Empower Businesses to Make Smarter Decisions by Providing Unprecedented Access to Human Activity Through the Real World Graph Barely months before GDPR comes into force, Unacast, the maker of Real World Graph, has announced that is has raised $17.5 million in a new funding round. The leading contextual and transparent location data platform scooped the funding round from its lead investors, Transatlantic fund White Star Capital, and joined by strategic investor Telia, a leading European telco, and…