Download Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow PDF
2019
Title | Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow |
---|---|
Authors | Aurélien Géron |
Genres | Programming & Scripting Languages Computer Science Books Artificial Intelligence Books |
Publisher | O'Reilly Media, Incorporated |
ISBN | 9781492032649 |
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks--Scikit-Learn and TensorFlow--author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started.Explore the machine learning landscape, particularly neural netsUse Scikit-Learn to track an example machine-learning project end-to-endExplore several training models, including support vector machines, decision trees, random forests, and ensemble methodsUse the TensorFlow library to build and train neural netsDive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learningLearn techniques for training and scaling deep neural nets
More Books You May Like
Trauma is Really Strange
What is trauma? How does it change the way our brains work? And how can we overcome it? When something traumatic happens...
Freedom Is a Constant Struggle
In these essays, interviews and speeches, Angela Y. Davis illuminates connections between struggles against state violen...
The Winners (Beartown #3) by Fredrik Backman
A breathtaking new novel from the #1 New York Times bestselling author of Anxious People and A Man Called Ove, The Winne...
The Happy Family by Jackie Kabler
The brand new thriller from the No.1 Kindle bestselling author of The Perfect Couple and Am I Guilty? "Filled with suspe...
First, Break All The Rules
The greatest managers in the world seem to have little in common. They differ in sex, age, and race. They employ vastly ...