Daily Data Science Tip #14
One of the best Machine Learning books you should get your hands on
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
If there is one book you should purchase to be prepared for machine learning in realistic environments, then Hands-On Machine Learning by Aurélien Géron is the holy grail for practical machine learning.
Most readers will have come across this book or its previous editions.
The book contains two parts.
The first part introduces typical machine learning concepts and techniques such as gradient descent, support vector machines, feature engineering, and many more. The first part also introduces SciKit-Learn, a popular machine learning library, along with some common visualization and wrangling tools.
The second part of the book introduces concepts such as Convolutional and Recurrent neural networks and a variety of neural architectures. The second part of the book introduces TensorFlow 2 and Keras.
TensorFlow is a popular machine learning library that enables the implementation of neural networks and presents a suite of tools for common machine learning tasks such as visualization, deployment, and model optimization.
