- DeepMind Unveils MuZero, a New Agent that Mastered Chess, Shogi, Atari and Go Without Knowing the Rules - Dec 9, 2019.
The new model showed great improvements over the previous AlphaZero agent.
Agents, AlphaGo, Atari, Chess, DeepMind, Reinforcement Learning, Video Games
Top 10 Machine Learning Videos on YouTube, updated - May 3, 2017.
The top machine learning videos on YouTube include lecture series from Stanford and Caltech, Google Tech Talks on deep learning, using machine learning to play Mario and Hearthstone, and detecting NHL goals from live streams.
Andrew Ng, Computer Vision, Deep Learning, Geoff Hinton, Google, Machine Learning, Neural Networks, Robots, Video Games, Yaser Abu-Mostafa, Youtube
- Top KDnuggets tweets, Mar 16-21: After 150 Years, ASA Says “NO” to p-values; Free Resources to Learn #MachineLearning - Mar 22, 2016.
After 150 Years, ASA Says "NO" to p-values; Using Deep Q-Network to Learn Play Flappy Bird; Why we work so hard: The problems is overworked professionals are NOT miserable; Free Resources to Learn #MachineLearning.
Deep Learning, Online Education, P-value, Statistics, Video Games
- Top /r/MachineLearning Posts, June: Neural Network Generated Images, Free Data Science Books, Super Mario World - Jul 2, 2015.
Generating images with neural networks, free data science books, machine learning for playing Mario, implementing neural networks in Python, and video generation based on terms were all covered this month on /r/MachineLearning.
Convolutional Neural Networks, Data Science, Free ebook, Machine Learning, Neural Networks, numpy, Python, Reddit, Video Games, Youtube
- Top 10 Machine Learning Videos on YouTube - Jun 23, 2015.
The top machine learning videos on YouTube include lecture series from Stanford and Caltech, Google Tech Talks on deep learning, using machine learning to play Mario and Hearthstone, and detecting NHL goals from live streams.
Andrew Ng, Computer Vision, Deep Learning, Geoff Hinton, Google, Grant Marshall, Machine Learning, Neural Networks, Robots, Video Games, Youtube
- Interview: Josh Hemann, Activision on Taming the Beast of Gaming Big Data - Mar 11, 2015.
We discuss Analytics challenges at Activision, event data from games such as Call of Duty, balancing aesthetics and inference in visualization, problem with stacked charts and more.
Activision, Call of Duty, Data Visualization, Decision Making, Design, Gaming, Josh Hemann, Video Games
- Interview: Pallas Horwitz, Blue Shell Games on Why Gaming Analytics is Not a Piece of Cake - Aug 15, 2014.
We discuss the challenges of gaming analytics, most desired missing data, current trends, career advice, important soft skills in data science and more.
Advice, Blue Shell Games, Challenges, Machine Learning, Missing Values, Pallas Horwitz, Predictive Analytics, Video Games
- Interview: Pallas Horwitz, Blue Shell Games on Why Data Science is So Critical for Gaming Studios - Aug 14, 2014.
We discuss the role of data science at Blue Shell Games, the importance of "Lean Data", key metrics for online games, cross-product projects and optimizing meeting the data needs across an organization.
Blue Shell Games, Data Quality, Data Science, Lean Data, Metrics, Optimization, Pallas Horwitz, Video Games
- WCAI: Measuring Skill Level and Optimizing Player-Matching Algorithms in Online Games - Mar 26, 2014.
New research opportunity from Wharton Customer Analytics Initiative (WCAI) involves a unique data set from a major gaming company, with historic behavioral data for 9.5 million users who played 882K games. Learn more on Apr 25.
Customer Analytics, Online Games, Optimization, Skills, Video Games, WCAI, Wharton
