Technology Development

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.

Did you know that coding and programming jobs are one of the most secure and best-paid jobs around the world? According to BSL, the median annual wage for computer programmers was $84,280 in 2018. The field is growing strong and companies are headhunting coders. But even if you don't want to become a professional coder, programming skills increase your salary in other fields such as marketing, finance, and business analysis. Several studies have shown that programming skills added more than $20,000 to the annual salary.

This philosophy-of-programming guide presents a unique and entertaining take on how to think about programming. A collection of twenty-one pragmatic rules, each presented in a stand-alone chapter, captures the essential wisdom that every freshly minted programmer needs to know and provides thought-provoking insights for more seasoned programmers. Author Chris Zimmerman, cofounder of the video game studio Sucker Punch Productions, teaches basic truths of programming by wrapping them in memorable aphorisms and driving them home with examples drawn from real code.

Welcome to the exciting world of artificial intelligence! In this chapter, we will delve into the basics of artificial intelligence and explore how this revolutionary technology is transforming industries and shaping our future. Whether you are a business leader looking to harness the power of AI in your organization or a curious individual eager to learn more about this cutting-edge field, this chapter is the perfect starting point for your journey into the world of artificial intelligence.

Over the past 10 years, urban planners, technology companies, and governments have promoted smart cities with a somewhat utopian vision of urban life made knowable and manageable through data collection and analysis. Emerging smart cities have become both crucibles and showrooms for the practical application of the Internet of Things, cloud computing, and the integration of big data into everyday life. Are smart cities optimized, sustainable, digitally networked solutions to urban problems? Or are they neoliberal, corporate-controlled, undemocratic non-places?

Solve difficult service-to-service communication challenges around security, observability, routing, and resilience with an Istio-based service mesh. Istio allows you to define these traffic policies as configuration and enforce them consistently without needing any service-code changes.

Are you sick of working a job you hate for a boss who despises you? Do you want to get paid what your worth...instead of what your company thinks they can get away with? Are you struggling to get up in the morning and praying for a snow day? Or are you just ready to start enjoying some of that freedom you've heard so much about?

This book is dedicated to helping JavaScript Full Stack Developers interview for new positions, capture the job offer of their dreams and move up the career ladder. It is primarily geared toward "Full Stack front-end" developers. Along with answering technical JavaScript questions, the book also covers other front-end languages such as Angular, Express, MongoDB, Node.js, and more.

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?

Test automation is a fantastic field of engineering. Unfortunately, most test automation efforts fail soon after being initiated. From the many promises of ease of automation to oversimplified vendor demonstrations, it's easy to spend significant time and cost pursuing test automation with little to show in the end. If only there was a way to avoid the pitfalls encountered when embarking upon test automation? Greg Paskal shares his best insights learned as a successful test automation engineer.

Programming jobs are on the rise, and the field is predicted to keep growing, fast. Landing one of these lucrative and rewarding jobs requires more than just being a good programmer. Programming Interviews for Dummies explains the skills and knowledge you need to ace the programming interview. Interviews for software development jobs and other programming positions are unique. Not only must candidates demonstrate technical savvy, they must also show that they're equipped to be a productive member of programming teams and ready to start solving problems from day one.

Are you ready to confidently communicate in your life? Are you ready to seize every opportunity that comes your way? Becoming a Master Communicator—by Renée Marino-communication coach, Broadway actress, and star of Clint Eastwood’s Jersey Boys film—is a guide for those looking to have clear and authentic communication with others by using digital technology as a tool—but not the only tool. Smartphones and computers make everyday communication incredibly convenient.

Making a presentation strikes fear into many hearts. It ranks alongside going to the dentist or being put into a cage with a hungry lion or two! Wherever it sits along the fear scale for you, this guide is designed to get through it if not actually reaching the point of enjoying giving a presentation. This guide includes: how to research and prepare a presentation; how to structure a presentation; how to manage information overload; how to use scripts, prompts, visual aids, and handouts; and more.

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.

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.

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.

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.

In this classic work, Carnegie offers a set of practical formulas that you can put to work today. It is a book packed with lessons that will last a lifetime and make that lifetime happier! This book will explore the nature of stress and how it infiltrates every level of your life, including the physical, emotional, cognitive, relational, and even spiritual. Through techniques that get to the heart of your unique stress response, and an exploration of how stress can affect your relationships, you'll discover how to control stress instead of letting it control you. This book shows you how.

To keep doing what you love, you need to maintain your own systems, not just the ones you write code for. Regular exercise and proper nutrition help you learn, remember, concentrate, and be creative - skills critical to doing your job well. Learn how to change your work habits, master exercises that make working at a computer more comfortable, and develop a plan to keep fit, healthy, and sharp for years to come.

Dive into “R Programming: Mastering Data Science and Statistical Computing”, the ultimate guide to one of the most powerful tools in the world of data science. Whether you're a complete beginner or an experienced professional looking to refine your expertise, this book is your gateway to mastering R programming.