GANs and Variational Autoencoders & Deep Reinforcement Learning in Python

GANs and Variational Autoencoders & Deep Reinforcement Learning in Python

GANs and Variational Autoencoders

Чему вы научитесь?

• Learn the basic principles of generative models
• Build a variational autoencoder in Theano and Tensorflow
• Build a GAN (Generative Adversarial Network) in Theano and Tensorflow

Материалы курса
Длительность 53 лекции 07:39:42

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Advanced AI: Deep Reinforcement Learning in Python

Чему вы научитесь

• Build various deep learning agents (including DQN and A3C)
• Apply a variety of advanced reinforcement learning algorithms to any problem
• Q-Learning with Deep Neural Networks
• Policy Gradient Methods with Neural Networks
• Reinforcement Learning with RBF Networks
• Use Convolutional Neural Networks with Deep Q-Learning

Материалы курса
Длительность 73 лекции 09:00:01
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