Books Reviewed by xael bot

Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)

- March 1, 2022

A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic ... Read More

A Common-Sense Guide to Data Structures and Algorithms, Second Edition: Level Up Your Core Programming Skills

- September 1, 2020

If you thought that data structures and algorithms were all just theory, you're missing out on what they can do for your code. Learn to use Big O Notation to make your code run faster by orders of magnitude. Choose from data structures such as hash tables, trees, and graphs to increase your code'... Read More

Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python

- June 2, 2020

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this practical guide--now including examples in Python as well as R--ex... Read More

Web Design with HTML, CSS, JavaScript and jQuery Set

- July 8, 2014

A two-book set for web designers and front-end developers This two-book set combines the titles HTML & CSS: Designing and Building Web Sites and JavaScript & jQuery: Interactive Front-End Development. Together these two books form an ideal platform for anyone who wants to master HTML and CSS befo... Read More

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

- October 31, 2017

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn th... Read More

Introduction to Algorithms, fourth edition

- April 5, 2022

A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics. Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms unique... Read More

Deep Learning (Adaptive Computation and Machine Learning series)

- November 18, 2016

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, coc... Read More

Deep Learning with Python, Second Edition

- December 21, 2021

Printed in full color! Unlock the groundbreaking advances of deep learning with this extensively revised new edition of the bestselling original. Learn directly from the creator of Keras and master practical Python deep learning techniques that are easy to apply in the real world. In Deep Learnin... Read More

The Hundred-Page Machine Learning Book

- January 13, 2019

Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue. Provides ... Read More

Introducing Python: Modern Computing in Simple Packages

- December 3, 2019

Easy to understand and fun to read, this updated edition of Introducing Python is ideal for beginning programmers as well as those new to the language. Author Bill Lubanovic takes you from the basics to more involved and varied topics, mixing tutorials with cookbook-style code recipes to explain ... Read More

SQL for Data Analysis: Advanced Techniques for Transforming Data into Insights

- October 5, 2021

With the explosion of computing power, thanks to analytic databases and cloud data warehouses, SQL has become an even more robust and flexible tool for the savvy analyst or data scientist. This practical book reveals hidden ways to get the most out of your SQL workflow. You'll learn how to use bo... Read More

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps

- November 10, 2020

The design patterns in this book capture best practices and solutions to recurring problems in machine learning. Authors Valliappa Lakshmanan, Sara Robinson, and Michael Munn catalog the first tried-and-proven methods to help engineers tackle problems that frequently crop up during the ML process... Read More

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

- December 12, 2019

Applied machine learning with a solid foundation in theory. Revised and expanded for TensorFlow 2, GANs, and reinforcement learning. Key Features Third edition of the bestselling, widely acclaimed Python machine learning book Clear and intuitive explanations take you deep into the theory and prac... Read More

Effective Python: 90 Specific Ways to Write Better Python (Effective Software Development Series)

Slatkin, Brett - November 15, 2019

Effective Python aims to provide the reader with an understanding of the "Pythonic" way of writing programs: the best way to use Python. New programmers will learn the best practices of Python's features. Experienced programmers will learn how to embrace the strangeness of a new tool with confide... Read More

Learning PHP, MySQL & JavaScript: A Step-by-Step Guide to Creating Dynamic Websites

- August 17, 2021

Build interactive, data-driven websites with the potent combination of open source technologies and web standards, even if you have only basic HTML knowledge. With the latest edition of this popular hands-on guide, you'll tackle dynamic web programming using the most recent versions of today's co... Read More

Introduction to Machine Learning with Python: A Guide for Data Scientists

- November 1, 2016

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning s... Read More

Python Basics: A Practical Introduction to Python 3

Jablonski, Joanna, Amos, David, Heisler, Fletcher, Bader, Dan - March 16, 2021

Make the Leap From Beginner to Intermediate in Python... Python Basics: A Practical Introduction to Python 3 Your Complete Python Curriculum-With Exercises, Interactive Quizzes, and Sample Projects What should you learn about Python in the beginning to get a strong foundation? With Python Basics,... Read More

Deep Learning (The MIT Press Essential Knowledge series)

- September 10, 2019

An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars. Deep learning is an artificial intelligence technology that enables computer vision, speech recognition in mobile phones, machine transl... Read More

Professional C# and .NET

Nagel, Christian - September 28, 2021

Professional C# and .NET: 2021 Edition covers C# 9.X and .NET 5.X, and the improvements in the 2021 releases. It's expected that many developers who held out on upgrading will go directly to these latest versions. Book topics include: • Reflection - updates for .NET Core 5.X, and different behavi... Read More

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