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