machine learning course

Machine Learning

Machine Learning Course

This is part 1 of machine learning full course. Machine learning (ML) is the study of computer algorithms that can improve automatically through experience and by the use of data. Course Materials: https://uvaml1.github.io/ Time stamps: (0:00:00) What is Machine Learning (0:26:22) Types of machine learning (0:44:03) Probability theory (1:03:06) Expectation variance (2:05:55) Gaussian (2:20:42) Maximum […]

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Python Reinforcement Learning

Deep Q Learning is Simple with PyTorch

Machine Learning with Phil has a great tutorial on how to do Deep Q Learning in PyTorch. The PyTorch deep learning framework makes coding a deep q learning agent in python easier than ever. We’re going to code up the simplest possible deep Q learning agent, and show that we only need a replay memory […]

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