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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 nets
Use scikit-learn to track an example machine-learning project end-to-end
Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods
Use the TensorFlow library to build and train neural nets
Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning
Learn techniques for training and scaling deep neural nets
Apply practical code examples without acquiring excessive machine learning theory or algorithm details
Adobe Premiere Pro Bible The Adobe Premiere Pro Bible is for multimedia producers, Web designers, graphic designers, artists, filmmakers, and camcorder users—anyone interested in using his or her computer to create desktop video productions or to output desktop video to videotape, DVDs, or the Web. As you read through the Adobe Premiere Pro Bible, you’ll soon...
CCNA: Cisco Certified Network Associate Study Guide, Third Edition Here's the book you need to prepare for Cisco's new CCNA exam, 640-607. Written by a Cisco internetworking expert who knows exactly what it takes to pass the test, this Study Guide provides:
Assessment testing to focus and direct your studies In-depth coverage of official exam objectives Configuration practice with a Router Fundamentals...
McGraw-Hill's HVAC Licensing Study Guide
Get All the Practice Questions and Answers, Calculations, and Troubleshooting Tips You Need to Ace the major HVAC Licensing Exams!
HVAC technicians and students alike can turn to the HVAC Licensing Study Guide for everything they need to prepare for and pass the major HVAC licensing exams on the very first try! Designed...
How to Write Your Literature Review (Macmillan Study Skills)
This engaging guide by bestselling author Bryan Greetham takes students step-by-step through the process of writing a literature review, and equips them with practical strategies to help them navigate each stage. Each bite-sized chapter focuses on a specific aspect of the process, from generating ideas and pinning down the research...