Software Programming

Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems.

Practical techniques for writing code that is robust, reliable, and easy for team members to understand and adapt. In Good Code, Bad Code you’ll learn how to: Think about code like an effective software engineer, write functions that read like well-structured sentences, ensure code is reliable and bug free, effectively unit test code, identify code that can cause problems and improve it, write code that is reusable and adaptable to new requirements, improve your medium and long-term productivity, and save yourself and your team time.

Unlock your coding potential with Computer Programming: Mastering the Art of Coding and Development by Rama Nolan. This audiobook is your fast track to mastering software development, covering everything from foundational programming concepts to advanced techniques like object-oriented programming, data structures, algorithms, and web development.

This audiobook is one of the most comprehensive layman's introduction to writing code that is used traditionally to develop software applications that depend upon database schema and other technologies.It is obvious that SQL is one of the most important query languages that are present. We will have varied definitions to look at it.

The Art of Unit Testing, Second Edition guides you step-by-step from writing your first simple tests to developing robust test sets that are maintainable, readable, and trustworthy. You'll master the foundational ideas and quickly move to high-value subjects like mocks, stubs, and isolation, including frameworks such as Moq, FakeItEasy, and Typemock Isolator.

More than ever, the web is a universal platform for all types of applications, and JavaScript is the language of the web. If you're serious about web development, it's not enough to be a decent JavaScript coder. You need to be ninja stealthy, efficient, and ready for anything. This audiobook shows you how.

After discussing what an algorithm does and how its effectiveness can be measured, Louridas covers three of the most fundamental applications areas: graphs, which describe networks, from eighteenth-century problems to today's social networks; searching, and how to find the fastest way to search; and sorting, and the importance of choosing the best algorithm for particular tasks. He then presents larger-scale applications: PageRank, Google's founding algorithm; and neural networks and deep learning.

Are you thinking of transitioning into a career as a software developer? Have you always been interested in programming languages and tinkering with technology? Do you wish there was a straightforward way to gain all the skills and knowledge you need to write your own programs? Discover how to become a six-figure developer without going back to school.

This portable Dummies Essentials book focuses on the key topics you need to know about the popular Python language. Great for supplementing a course, reviewing for a certification, or staying knowledgeable on the job.

It is a fact that you'll be bombarded with system design interview questions which have become part and parcel of all the software engineering hiring processes. Your performance in these interviews will reflect upon your capability to work with complex systems and translate into the role and position that the interviewing organization is interviewing you for. This audiobook is a comprehensive guide to master all the concepts about SDIs.

AWS Lambda in Action is an example-driven tutorial that teaches you how to build applications that use an event-driven approach on the back end. Starting with an overview of AWS Lambda, the audiobook moves on to show you common examples and patterns you can use to call Lambda functions from a web page or a mobile app. The second part of the audiobook puts these smaller examples together to build larger applications. By the end, you'll be ready to create applications that take advantage of the high availability, security, performance, and scalability of AWS.

In Agile Leadership Toolkit, longtime agile leader Peter Koning provides a practical and invaluable steering wheel for agile leaders and their teams. Drawing on his extensive experience helping leaders drive more value from agile, Koning offers a comprehensive toolkit for continuously improving your environment.

You're already a great coder, but awesome coding chops aren't always enough to get you through your toughest projects. You need these 50+ nuggets of wisdom. Veteran programmers: reinvigorate your passion for developing web applications. New programmers: here's the guidance you need to get started. With this book, you'll think about your job in new and enlightened ways.

Developed by experienced professors and professionally narrated for easy listening, this crash course is a valuable tool when preparing for your Scrum Master Certification Exam.

A large software-intensive project, called FPP, that has been running late since day 1, but now, suddenly, needs to launch on an impossibly early date, or else. You feel their pain, and their joy, as they battle problem after problem until, slowly, torturously, they rediscover the few - but fundamental - principles underlying successful commercial software development.

Whether you're a budding programmer or an experienced developer looking to sharpen your skills, this comprehensive guide will take you from the fundamentals of PHP to the creation of fully interactive, data-driven websites. Starting with an introduction to PHP's history and its significance in web development, this book systematically guides you through every aspect of server-side scripting. Learn the essentials of PHP syntax, variables, and control structures, and discover how to write clean, efficient code that powers some of the most popular websites today.

You can learn the most popular frameworks, use the best programming languages, and work at the biggest tech companies, but if you cultivate bad habits, it will be hard for you to become a top developer. This book doesn't offer a straight path or pre-defined formula of success. This book is a result of a quest. A quest to uncover what habits can be cultivated to become a better software engineer.

JavaScript Application Design: A Build First Approach introduces JavaScript developers to techniques that will improve the quality of their software as well as their web development workflow. You'll begin by learning how to establish build processes that are appropriate for JavaScript-driven development. Then, you'll walk through best practices for productive day-to-day development, like running tasks when your code changes, deploying applications with a single command, and monitoring the state of your application once it's in production.

Being a software developer is a magical thing. You type text into a computer, and users see buttons on screens, movies on their phones, control drones, order food, control their lights, and do so much more. Software development is a superpower! But how do you do it? How do you become a software developer? And when you are one, how do you deal with all the daily things of software development?

Browser-based software can quickly become complex and difficult to maintain, especially when it's implemented as a large single-page application. By adopting the micro frontends approach and designing your web apps as systems of features, you can deliver faster feature development, easier upgrades, and pick and choose the technology you use in your stack. Micro Frontends in Action is your guide to simplifying unwieldy frontends by composing them from small, well-defined units.