A Review of Hands-On Machine Learning with Scikit-Learn, Keras & Tensorflow by Aurélien Géron

This hilarious video shows an example of Reinforcement Learning Google’s DeepMind teaches a human to walk - Tech Insider

Summary

When I traditionally thought of Machine Learning and Artificial Learning before beginning on my learning journey Reinforcement Learning was essentially what I thought of. It is the process in which a computer, or computer powered robot…

A Review of Hands-On Machine Learning with Scikit-Learn, Keras & Tensorflow by Aurélien Géron

Which one of these Obamas is delivering a real speech and which one is fake? BBC

Generative Adversarial Networks

Generative Adversarial Networks (GANs) are just that, adversarial. I like to think of GANs as a form of coevolution like one would see in nature. One example of this is the cheetah and the gazelle. We…

A Review of Hands-On Machine Learning with Scikit-Learn, Keras & Tensorflow by Aurélien Géron

Sean Villanueva O’Driscoll’s solo Moonwalk Traverse. Photo via Rolando Garibotti.

Summary

Recurrent Neural Networks are a lot like the neural networks that we have already learned about thus far but with one main difference, they have the ability to learn both forwards and backwards. I will get…

A Review of Hands-On Machine Learning with Scikit-Learn, Keras & Tensorflow by Aurélien Géron

By Cai Tjeenk Willink (Caitjeenk) — Own work, CC BY-SA 3.0, https://commons.wikimedia.org/w/index.php?curid=15896832

Summary

Tensorflow is very similar to NumPy but it includes GPU support. Built on top of this NumPy like base are a great deal of highly optimized APIs and libraries that are optimized to work on large…

A Review of Hands-On Machine Learning with Scikit-Learn, Keras & Tensorflow by Aurélien Géron

Summmary

This chapter focuses on Deep Learning and techniques that can be used to keep neural networks from getting out of hand as their complexities get deeper. Traditionally Deep Learning is defined as a neural network that…

Will Toth

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