Deep Learning Resources

Before doing Deep Learning make sure one go through the Machine - Learning part given below to get the basics:

Machine Learning

• Machine Learning Free Course

• Scikit-Learn Documentation

• Machine Learning A-Z course(Udemy)(Paid)

Deep Learning

• Deep Learning Specialization(paid but financial aid available)

• Deep Learning with Tensorflow and Keras

• Data Analysis(Important)

• Introduction To Deep Learning , MIT

• Deep Learning With PyTorch, PyTorch Tutorials

• CS231 Winter 2016 : CNN For Visual Recognition, Stanford

• CS224n Natural Language Processing With Deep Learning, Stanford

• Tensorflow Documentation

• PyTorch Documentation

• Keras Documentation

• Deep Learning MIT - Goodfellow, Bengio and Courville (PDF)

• Deep Learning with Python - Francois Chollet (PDF)