Showing titles in Programming Languages

Discover valuable machine learning techniques you can understand and apply using just high school math. Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercises using Python and readily available machine learning tools. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert.

Have you ever been so wrapped up in a puzzle or game that you couldn’t put it down until you solved it? Programming is like that. It meets your mind’s need for stimulation and exercise. And it’s incredibly rewarding. Yet, coding is not just a free-time activity for tech geeks. As the world becomes more technologically advanced, computer programming awareness and skills are not just for those pursuing software development careers. It’s increasingly showing up in other jobs, business opportunities, and life.

Do you need to learn how to use SQL in order to properly manage a database? Do you want to learn SQL programming without complicated explanations? SQL for Beginners: A Step by Step Guide to Learn SQL Programming and Database Management Systems is an easy to digest and fast-paced guide to learning Structured Query Language (SQL), which is the industry standard programming language for defining and analyzing data in databases. The audiobook will focus on how to use SQL in order to process your data and find out what it means.

Have you always been interested in the world of programming? If you want to learn the programming languages for beginners or the professional hacking techniques, then this is the perfect audiobook for you. This audiobook includes: SQL Computer Programming for Beginners, Python for Beginners, Kali Linux and Hacking with Kali Linux.

Reactive Design Patterns is a clearly written guide for building message-driven distributed systems that are resilient, responsive, and elastic. In this book you'll find patterns for messaging, flow control, resource management, and concurrency, along with practical issues like test-friendly designs. All patterns include concrete examples using Scala and Akka.

Data-Oriented Programming is a one-of-a-kind guide that introduces the data-oriented paradigm. This groundbreaking approach represents data with generic immutable data structures. It simplifies state management, eases concurrency, and does away with the common problems you’ll find in object-oriented code. The book presents powerful new ideas through conversations, code snippets, and diagrams that help you quickly grok what’s great about DOP.

Unit Testing Principles, Patterns and Practices shows you how to refine your existing unit tests by implementing modern best practices. You’ll learn to spot which tests are performing, which need refactoring, and which need to be deleted entirely! Upgrade your testing suite with new testing styles, good patterns, and reliable automated testing.

In this book, the fifth book in the series, you will become comfortable with creating your own RPG. If you were ever interested in creating systems for your game to speed-up your coding and create and maintain levels easily, then this book is for you.

R in Action, Second Edition teaches you how to use the R language by presenting examples relevant to scientific, technical, and business developers. Focusing on practical solutions, the book offers a crash course in statistics, including elegant methods for dealing with messy and incomplete data. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on forecasting, data mining, and dynamic report writing.

Classic Computer Science Problems in Python sharpens your CS problem-solving skills with time-tested scenarios, exercises, and algorithms, using Python. You'll tackle dozens of coding challenges, ranging from simple tasks like binary search algorithms to clustering data using k-means. You'll especially enjoy the feeling of satisfaction as you crack problems that connect computer science to the real-world concerns of apps, data, performance, and even nailing your next job interview!

Are you aware that C programming is one of the most popular and commonly used programming languages today and that your children may even be learning it in their schools? And did you know that many expert developers began their careers by learning C programming? If you're looking for a shortcut to go from a basic to an expert programmer, this is the book for you! And no worries, all technical jargon is removed, making it easier for you to understand.

Transform your career in just a few hours with Python data science mastery—even if you've never written a line of code before! Have you ever felt overwhelmed at the thought of learning data analysis in Python? Do you worry that without a computer science degree, you'll never be able to visualize and analyze data effectively? Are you eager to bring data-driven insights into your career but don’t know where to start?

The most successful programs of the last 30 years were developed in C++. From Microsoft Word to Facebook to Adobe Photoshop, C++ is at the heart of the most lucrative technologies in today’s world. C++ is the most powerful programming language in the modern world for one simple reason: It allows for complete control, not only of the program’s logic and graphical user interface, but of the hardware, too.

Instead of jumping right into the instructions, this book will first provide you with all the necessary concepts that you need to learn in order to make the learning process a whole lot easier. This way, you are sure not to get lost in confusion once you get to the more complex lessons provided in the latter chapters. Sample codes are provided for a more visual approach on your learning. You will also learn the designs and forms of C# and what's more convenient than getting to know both sides!

Arduino is a fascinating platform used to build electronic projects. It is preferred by a lot of experts just starting out electronic projects. That is because of the ease of operation that it offers and its wide range of simple versions you can try. Coding with an Arduino program can make it pretty easy to control your electronics. You may control switch, LED, and so on by simply programming them with an Arduino board.

Have you been stuck searching for solutions to cracking issues in the programming world? Have you searched endlessly to improve you intellect and create a landmark achievement as a genius? Then, look no further because SQL for beginners is the right tool to get you there. Packed with mouthwatering packages every developer would crave for, be sure to become a geek with the latest database management systems - including MySQL, Oracle, and Microsoft's SQL Servers.

Learn Windows PowerShell in a Month of Lunches, third edition, is an innovative tutorial designed for busy IT professionals. Just set aside one hour a day - lunchtime would be perfect - for a month, and you'll be automating Windows tasks faster than you ever thought possible. This updated edition covers PowerShell features that run on Windows 7, Windows Server 2008 R2 and later, and PowerShell v3 and later, and includes v5 features like PowerShellGet.

Microservices Security in Action is filled with solutions, teaching best practices for throttling and monitoring, access control, and microservice-to-microservice communications. Along the way, authors and software security experts Prabath Siriwardena and Nuwan Dias shine a light on important concepts like throttling, analytics gathering, access control at the API gateway, and microservice-to-microservice communication.

Big Data teaches you to build big data systems using an architecture designed specifically to capture and analyze web-scale data. This book presents the Lambda Architecture, a scalable, easy-to-understand approach that can be built and run by a small team. You'll explore the theory of big data systems and how to implement them in practice. In addition to discovering a general framework for processing big data, you'll learn specific technologies like Hadoop, Storm, and NoSQL databases.

Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorithms based on machine learning and reinforcement learning.