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Data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today.

Success isn’t a clear road for software developers. There’s too much information, and it can feel overwhelming. Many developers get stuck and have no idea what to do next. Soft Skills aims to solve this. To give you a clear path with actionable steps for your career (and life). So you can get back to what you enjoy doing...solving unique puzzles and fun problems.

あなたの選択はすでに誘導されている!?生成AIをはじめ技術の進歩が加速するなか、GoogleやAmazon、X、食べログなどのデジタル・メディアに惑わされないためには「アルゴリズム・AIを疑う力」を身に着けることが重要だ。

Product management has become a critical function for modern organizations, from small startups to corporate enterprises. And yet, the day-to-day work of product management remains largely misunderstood. In theory, product managers are high-flying visionaries who build products that people love. In practice, they're hard-working facilitators who bring clarity and focus to their teams. In this thoroughly revised and expanded edition, Matt LeMay provides real-world guidance for current and aspiring product managers.

API Design Patterns lays out a set of design principles for building internal and public-facing APIs. Google API expert JJ Geewax presents patterns that ensure your APIs are consistent, scalable, and flexible. You’ll improve the design of the most common APIs, plus discover techniques for tricky edge cases. Relevant examples and detailed scenarios make every pattern clear and easy to understand.

A decade ago, developers built information-sharing software by writing a lot of custom code in a single code base, then adding layers of caching. Now we build information systems: interdependent software and services, data platforms, and event streams. Many of our software-to-systems initiatives fail, though, and when they do, we double down on traditional linear approaches. But linear thinking cannot resolve systems challenges. We need to shift to systems thinking.

What is the true meaning of quality? How can you influence positive attitudes towards quality within the workplace? Leading Quality teaches you how to influence and align your company’s definition of quality, so that you can deliver the best possible experience to your clients. You will learn the techniques successful leaders use to make their strategic decisions and you will be given the tools to ensure that your team is in alignment to achieving common goals.

I want to thank you for checking out the audiobook Domain Driven Design: How to Easily Implement Domain Driven Design - A Quick & Simple Guide. This book contains proven steps and strategies on how you can implement the domain-driven design approach in your projects to bring out better results. Through the domain-driven design approach, you and your project team will better understand the domain that you aim to serve and communicate in a common language that can ensure harmony and team work with your group.

Logic abstracted as relationships and their derivates is the next evolution of programming. There is an assumption that, with the rise of artificial intelligence, the art of programming is dead, in part because it has the reputation of being expensive, with costs rising and production timelines expanding. But can anything be done? The answer is yes. However, complexity must be better understood. This book introduces Network Logic Programming Theory, which tackles programming's challenges with a technique that separates complex programming algorithms into networks and computations (U.S.

Start Small, Stay Small is a step-by-step guide to launching a self-funded start-up. If you're a desktop, mobile, or web developer, this audiobook is your blueprint to getting your start-up off the ground with no outside investment.

At most technology companies, you'll reach Senior software engineer, the career level for software engineers, in five to eight years. At the career level, your company's career ladder won't require that you work towards the next promotion; being promoted further is an exception rather than expected. This is also when many engineers are first given an opportunity to move into engineering management.

Critical business applications worldwide are written in the versatile C# language and the powerful .NET platform, running on desktops, cloud systems, and Windows or Linux servers. Code Like a Pro in C# makes it easy to turn your existing abilities in C# or another OO language (such as Java) into practical C# mastery. There’s no “Hello World” or Computer Science 101 basics - you’ll learn by refactoring an out-of-date legacy codebase, using new techniques, tools, and best practices to bring it up to modern C# standards.

There aren’t many computer games that can justify an entire book, but for superfans, Alien: Isolation is truly extraordinary and Perfect Organism reveals all there is to know about every aspect of this masterful game. Discover the rationale and authenticity of the set design and art direction, learn about the alien’s unnerving abilities to second-guess the players and the importance of its unique height, find out more about the importance of the dynamic audio and the use of seventies archive soundbites, as well as the darkly beautiful music.

An inside look at modern open-source software developers - and their influence on our online social world. Open-source software in which developers publish code that anyone can use has long served as a bellwether for other online behavior. In the late 1990s, it provided an optimistic model for public collaboration, but in the last 20 years it shifted to solo operators who write and publish code that's consumed by millions.

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.

Whether you are at a beginner or intermediate level, this book is crafted just for you. Learn Python fundamentals. This is your beginner's step-by-step guide to one of the most essential, renowned, and practical programming languages in the 21st century. Python is a general purpose program used by many start-ups. Its design emphasizes code readability.

Every day, we use our computers to perform remarkable feats. A simple web search picks out a handful of relevant needles from the world's biggest haystack. Uploading a photo to Facebook transmits millions of pieces of information over numerous error-prone network links, yet somehow a perfect copy of the photo arrives intact. Without even knowing it, we use public-key cryptography to transmit secret information like credit card numbers, and we use digital signatures to verify the identity of the websites we visit.

The AI revolution is happening now. Software developers who embrace AI will be best positioned to thrive in the future. This concise book provides a crucial foundation in the core concepts driving this transformative technology, including: Machine Learning: How algorithms learn from data to make predictions.

Algorithms, machine learning, generative AI. With the latest advancements in technology, data is taking center stage in organizations. But without a clear plan for how you're storing, integrating, and gaining value from that information, your company will be at risk—and fall behind. If you read (or listen to) nothing else on setting a data strategy in your organization, listen to these ten articles.

In this insightful and comprehensive guide, Addy Osmani shares more than a decade of experience working on the Chrome team at Google, uncovering secrets to engineering effectiveness, efficiency, and team success. Engineers and engineering leaders looking to scale their effectiveness and drive transformative results within their teams and organizations will learn the essential principles, tips, and frameworks for building highly effective engineering teams.