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Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition

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The Storepaperoomates Retail Market » Catalog and Departments » Book » Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition
Product Description

Author: Raschka Sebastian

Brand: Packt Publishing

Edition: 3

Number Of Pages: 772

Details: Review

“Python Machine Learning 3rd edition is a very useful book for machine learning beginners all the way to fairly advanced readers, thoroughly covering the theory and practice of ML, with example datasets, Python code, and good pointers to the vast ML literature about advanced issues.” —
Alex Martelli, Python Software Foundation Fellow, Co-author of Python Cookbook and Python in a Nutshell

“A brilliantly approachable introduction to machine learning with Python. Raschka and Mirjalili break difficult concepts down into language the layperson can easily understand while placing these examples within real-world contexts. A worthy addition to your machine learning library!” —
Dr Kirk Borne, Principal Data Scientist, Data Science Fellow, and Executive Advisor at Booz Allen Hamilton, and co-author of Ten Signs of Data Science Maturity

“Python Machine Learning, Third Edition is a highly practical, hands-on book that covers the field of machine learning, from theory to practice. I strongly recommend it to any practitioner who wishes to become an expert in machine learning. Excellent book!”

Sebastian Thrun, CEO of Kitty Hawk Corporation, and chairman and co-founder of Udacity
“I’ve been teaching “Big Data Machine Learning AI” at Johns Hopkins Carey Business School for the past several years and have employed Sebastian Raschka and Vahid Mirjalili’s book ever since. I give their newest edition the highest marks for making Machine Learning digestible for the lay person. Their book is a must-have when teaching new recruits the amazing art of AI – I give their book my most enthusiastic endorsement!” —
Jim Kyung-Soo Liew, Ph.D., Associate Professor in Finance and AI at Johns Hopkins Carey Business School

Product Description

Applied machine learning with a solid foundation in theory. Revised and expanded for TensorFlow 2, GANs, and reinforcement learning.
Purchase of the print or Kindle book includes a free eBook in the PDF format. Key Features Third edition of the bestselling, widely acclaimed Python machine learning book Clear and intuitive explanations take you deep into the theory and practice of Python machine learning Fully updated and expanded to cover TensorFlow 2, Generative Adversarial Network models, reinforcement learning, and best practices Book Description
Python Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. It acts as both a step-by-step tutorial, and a reference you’ll keep coming back to as you build your machine learning systems.
Packed with clear explanations, visualizations, and working examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, Raschka and Mirjalili teach the principles behind machine learning, allowing you to build models and applications for yourself.
Updated for TensorFlow 2.0, this new third edition introduces readers to its new Keras API features, as well as the latest additions to scikit-learn. It’s also expanded to cover cutting-edge reinforcement learning techniques based on deep learning, as well as an introduction to GANs. Finally, this book also explores a subfield of natural language processing (NLP) called sentiment analysis, helping you learn how to use machine learning algorithms to classify documents.
This book is your companion to machine learning with Python, whether you’re a Python developer new to machine learning or want to deepen your knowledge of the latest developments. What you will learn Master the frameworks, models, and techniques that enable machines to ‘learn’ from data Use scikit-learn for machine learning and TensorFlow for deep learning Apply machine learning to image classification, sentiment analysis, intelligent web applications, and more Build and train neural networks, GANs, and other models Discover best practices for evaluating and tuning models Predict continuous target outcomes

Release Date: 12-12-2019

Package Dimensions: 42x234x1440

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