Zero to Deep Learning™ with Python and Keras

Understand and build Deep Learning models for images, text, sound and more using Python and Keras

Deep Learning: GANs and Variational Autoencoders

Generative Adversarial Networks and Variational Autoencoders in Python, Theano, and Tensorflow

Deep Learning Prerequisites: Logistic Regression in Python

Data science techniques for professionals and students – learn the theory behind logistic regression and code in Python

Deep Learning Prerequisites: Linear Regression in Python

Data science: Learn linear regression from scratch and build your own working program in Python for data analysis.

Data Science: Deep Learning in Python

A guide for writing your own neural network in Python and Numpy, and how to do it in Google’s TensorFlow.

Data Science: Practical Deep Learning in Theano + TensorFlow

Take deep learning to the next level with SGD, Nesterov momentum, RMSprop, Theano, TensorFlow, and using the GPU on AWS.

Advanced AI: Deep Reinforcement Learning in Python

The Complete Guide to Mastering Artificial Intelligence using Deep Learning and Neural Networks

Natural Language Processing with Deep Learning in Python

Complete guide on deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets

Artificial Intelligence A-Z™: Learn How To Build An AI

Combine the power of Data Science, Machine Learning and Deep Learning to create powerful AI for Real-World applications!