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Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Second Edition
Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Second Edition

The second edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. The first edition, titled Statistical Modeling and...

Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB
Maximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB
This book takes a fresh look at the popular and well-established method of maximum likelihood for statistical estimation and inference. It begins with an intuitive introduction to the concepts and background of likelihood, and moves through to the latest developments in maximum likelihood methodology, including general latent variable...
Deep Learning Cookbook: Practical Recipes to Get Started Quickly
Deep Learning Cookbook: Practical Recipes to Get Started Quickly

Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve...

Windows PowerShell Best Practices
Windows PowerShell Best Practices

Expert recommendations, pragmatically applied.

Automate system administration using Windows PowerShell best practices—and optimize your operational efficiency. With this practical guide, Windows PowerShell expert and instructor Ed Wilson delivers field-tested tips, real-world examples, and candid advice culled from...

Switching to Angular 2
Switching to Angular 2

Key Features

  • Get up to date with the latest changes to Angular 2, including the improvements to directives, change detection, dependency injection, router, and more
  • Understand Angular 2's new component-based architecture
  • Start using TypeScript to supercharge your Angular 2...
Learning Agile: Understanding Scrum, XP, Lean, and Kanban
Learning Agile: Understanding Scrum, XP, Lean, and Kanban
Learning Agile is a comprehensive guide to the most popular agile methods, written in a light and engaging style that makes it easy for you to learn.

Agile has revolutionized the way teams approach software development, but with dozens of agile methodologies to choose from, the decision to "go agile"
...
Mathematical Logic for Computer Science: Third Edition
Mathematical Logic for Computer Science: Third Edition
This book approaches mathematics based on the needs of computer science students, teaching logic by means of the method of semantic tableaux. The third edition is entirely rewritten, and includes new chapters on SAT solvers and model checking....
Linear and Nonlinear Multivariable Feedback Control: A Classical Approach
Linear and Nonlinear Multivariable Feedback Control: A Classical Approach

Automatic feedback control systems play crucial roles in many fields, including manufacturing industries, communications, naval and space systems. At its simplest, a control system represents a feedback loop in which the difference between the ideal (input) and actual (output) signals is used to modify the behaviour of the system. Control...

Microservices: Flexible Software Architecture
Microservices: Flexible Software Architecture

The Most Complete, Practical, and Actionable Guide to Microservices

 

Going beyond mere theory and marketing hype, Eberhard Wolff presents all the knowledge you need to capture the full benefits of this emerging paradigm. He illuminates...

Invest Like a Guru: How to Generate Higher Returns At Reduced Risk With Value Investing
Invest Like a Guru: How to Generate Higher Returns At Reduced Risk With Value Investing

Adopt the investment strategy that built Warren Buffett's fortune

Invest Like a Guru provides an invaluable resource for high-quality-focused value investing, with expert insight and practical tools for implementation. Written by the man behind GuruFocus.com, this book expands on the site's value...

MySQL and JSON: A Practical Programming Guide
MySQL and JSON: A Practical Programming Guide
Practical instruction on using JavaScript Object Notation (JSON) with MySQL


This hands-on guide teaches, step by step, how to use JavaScript Object Notation (JSON) with MySQL. Written by a MySQL Community Manager for Oracle, MySQL and JSON: A Practical Programming Guide...
An Introduction to Partial Differential Equations with MATLAB (Chapman & Hall/CRC Applied Mathematics & Nonlinear Science)
An Introduction to Partial Differential Equations with MATLAB (Chapman & Hall/CRC Applied Mathematics & Nonlinear Science)

An Introduction to Partial Differential Equations with MATLAB®, Second Edition illustrates the usefulness of PDEs through numerous applications and helps students appreciate the beauty of the underlying mathematics. Updated throughout, this second edition of a bestseller shows students how PDEs can...

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