With detailed notes, tables, and examples, this handy reference will help you navigate the basics of structured machine learning. Author Matt Harrison delivers a valuable guide that you can use for additional support during training and as a convenient resource when you dive into your next machine learning project.Ideal for programmers, data scientists, and AI engineers, this book includes an overview of the machine learning process and walks you through classification with structu...

Understanding iteration enables understanding generators and easily creating objects that can iterate. This guide will explain the theory behind iteration in Python and teach best practices for generator creation and use. Do not beware the yield, rather embrace the power it provides.

Guide To: Learning Python Decorators is a complete guide to the theory and implementation of decorators. Decorators are pretty common in Python. While not strictly necessary, they can reduce code size while enabling control of function input, invocation and output. Many explanations of decorators are brief and leave the reader somewhat confused. This book is an attempt to remedy that. It is based off of popular tutorials given at PyCon and Python user groups. Without fail, attendees menti...

Treading on Python Volume 1 is a book designed to bring developers and others who are anxious to learn Python up to speed quickly. Not only does it teach the basics of syntax, but it condenses years of experience gained from programming, tutoring and teaching. You will learn warts, gotchas, best practices and hints that have been gleaned through the years in days. You will hit the ground running and running in the right way.

What’s next for JavaScript? Its phenomenal rise from a simple client-side scripting tool to a versatile and flexible programming language exceeded everyone’s expectations. Now, hopes and expectations for JavaScript’s future are considerable.In this insightful report, Dr. Axel Rauschmayer explains how the combination of several technologies and opportunities in the past 15 years turned JavaScript’s fortunes. With that as a backdrop, he provides a detailed look at proposed new featur...

This book helps to anyone to learn how to integrate Arduino hardware and node.js.***TOC**PrefacePreparing Development Environment1.1 Arduino1.1.1 Arduino Uno1.1.2 Arduino Leonardo1.1.3 Arduino Mega 25601.1.4 Arduino Due1.2 Electronic Components1.2.1 Arduino Starter Kit1.2.2 Fritzing1.2.3 Cooking-Hacks: Arduino Starter Kit1.2.4 Arduino Sidekick Basic kit1.3 Node.js1.4 Arduino So...

Coming to grips with C++11 and C++14 is more than a matter of familiarizing yourself with the features they introduce (e.g., auto type declarations, move semantics, lambda expressions, and concurrency support). The challenge is learning to use those features effectively—so that your software is correct, efficient, maintainable, and portable. That’s where this practical book comes in. It describes how to write truly great software using C++11 and C++14—i.e. using

If you know how to use JavaScript in the browser, you already have the skills you need to put JavaScript to work on back-end servers with Node. This hands-on book shows you how to use this popular JavaScript platform to create simple server applications, communicate with the client, build dynamic pages, work with data, and tackle other tasks.Although Node has a complete library of developer-contributed modules to automate server-side development, this book will show you how to prog...

Portable, powerful, and a breeze to use, Python is ideal for both standalone programs and scripting applications. With this hands-on book, you can master the fundamentals of the core Python language quickly and efficiently, whether you're new to programming or just new to Python. Once you finish, you will know enough about the language to use it in any application domain you choose.Learning Python is based on material from author Mark Lutz's popular training courses, which...

Tap into the wisdom of experts to learn what every programmer should know, no matter what language you use. With the 97 short and extremely useful tips for programmers in this book, you'll expand your skills by adopting new approaches to old problems, learning appropriate best practices, and honing your craft through sound advice.With contributions from some of the most experienced and respected practitioners in the industry--including Michael Feathers, Pete Goodliffe, Diomidis Spi...

Regular expressions are an extremely powerful tool for manipulating text and data. They are now standard features in a wide range of languages and popular tools, including Perl, Python, Ruby, Java, VB.NET and C# (and any language using the .NET Framework), PHP, and MySQL.If you don't use regular expressions yet, you will discover in this book a whole new world of mastery over your data. If you already use them, you'll appreciate this book's unprecedented detail and breadth of cover...

This book is a reference to the nodejs programming language. It describes all the elements of the language and illustrates their use with code examples.The book covers topics such as:* Basic nodejs programming language* File operations* Functions* String operations* Building own module* Error handling* Events* Database programming* Web application* Socket programming* Socket.io