tensorflow-for-deep-learning-py/machine_learning_examples

Resources for Machine Learning & Deep Learning

Pratical Examples in this repository

• Tensorflow examples: examples in TF.
• Caffe examples: examples in Caffe.
• DeepArt examples: deep learning generated art.
• ML Notebooks: jupyter notebooks with ML examples.
• Numpy examples: some snippets in Numpy.

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Learning Resources

Videos

• Energy-based Approaches to Representation Learning - Yann LeCun.

Machine Learning Courses

• Stanford's Machine Learning Course.
• Google's Developer Machine Learning Course.
• Deep Learning Lectures by Lex Fridman.

Deep Learning Courses

• Andrew Ng's deeplearning.ai
• A Chart of Neural Networks.
• UCL Course on RL
• Stanford's Convolutional Neural Networks for Visual Recognition
• The 9 CNN Papers You Need To Know About.
• NVIDIA Deep Learning Course
• DeepBench.
• Deep Fake source code.

Books

• Deep Learning by Ian Goodfellow and Yoshua Bengio and Aaron Courville.

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Tools

Deep Learning Tools

• Tensorflow plaground.
• Google's Tensorflow courses.

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Articles

• MIT Deep Learning Basics.