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What you'll learn Apply gradient-based supervised machine learning methods to reinforcement learning Understand reinforcement learning on a ...
What you'll learn Limits, limit definition of derivative, derivatives from first principles Derivative rules (chain rule, product rule, ...
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What you'll learn Artificial Neural Networks (ANNs) / Deep Neural Networks (DNNs) Predict Stock Returns Time Series ...
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What you'll learn Build various deep learning agents (including DQN and A3C) Apply a variety of advanced reinforcement learning algorithms ...
What you'll learn Understand and implement word2vec Understand the CBOW method in word2vec Understand the skip-gram method in ...
What you'll learn Understand and enumerate the various applications of Markov Models and Hidden Markov Models Understand how Markov ...
What you'll learn Understand the regular K-Means algorithm Understand and enumerate the disadvantages of K-Means Clustering ...