Название: Hacker’s Guide to Machine Learning with Python: Hands-On Guide to Deep Learning with Scikit-Learn, TensorFlow, and Keras
Автор: Venelin Valkov
Издательство: Leanpub
Год: 2019
Страниц: 133
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Deep Learning has revolutionized the Machine Learning field. Python tools like Scikit-Learn, Pandas, TensorFlow, and Keras allows you to develop applications powered by Machine Learning.

There are tons of other improvements, but the new developer experience is something that will make using TensorFlow 2 sweeter. What about PyTorch? PyTorch is still great and easy to use. But it seems like TensorFlow is catching up, or is it?

You’ll learn:
• How to install TensorFlow 2
• What is a Tensor
• Doing Tensor math
• Using probability distributions and sampling
• Build a Simple Linear Regression model
• Build a Simple Neural Network model
• Save/restore a model