Data Science for Dummies is the perfect starting point for IT professionals and students who want a quick primer on all areas of the expansive data science space. With a focus on business cases, the book explores topics in big data, data science, and data engineering, and how these three areas are combined to produce tremendous value. If you want to pick-up the skills you need to begin a new career or initiate a new project, listening to this book will help you understand what technologies, programming languages, and mathematical methods on which to focus.

How can software engineers manage a living codebase that evolves and responds to changing requirements and demands over the length of its life? Based on their experience at Google, software engineers Titus Winters and Hyrum Wright, along with technical writer Tom Manshreck, present a candid and insightful look at how some of the world’s leading practitioners construct and maintain software. This book covers Google’s unique engineering culture, processes, and tools and how these aspects contribute to the effectiveness of an engineering organization.

In the newly revised second edition of AWS Certified Cloud Practitioner Study Guide: Foundational (CLF-C02) Exam, a team of veteran IT professionals and educators delivers an up-to-date and easy-to-follow introduction to Amazon's industry-leading cloud technology and the introductory certification exam that demonstrates your understanding of it. The AWS Certified AWS Certified Cloud Practitioner Study Guide is an essential resource for any IT professional that works directly with Amazon Web Services, as well as students in IT fields.

Easy to understand and engaging, this updated edition of Introducing Python is ideal for beginning programmers as well as those new to the language. Author Bill Lubanovic takes you from the basics to more involved and varied topics, mixing tutorials with cookbook-style code recipes to explain concepts in Python 3. End-of-chapter exercises help you practice what you've learned.

Author Martin Kleppmann helps you navigate the diverse data landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications.

From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of human memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.

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.

We have more choices than we realize. In fact, according to positive psychology expert Tal Ben-Shahar, our entire life is made of choices, large and small. It is what we choose moment by moment and day by day - to do, to feel, to experience - that determines how happy and fulfilled we are. Every moment, then, is an opportunity to make a choice that will bring us greater happiness. Ben- Shahar presents 100 such opportunities, some simple, such as whether to frown or smile; others complex....

Messy code is a nuisance. "Tidying" code, to make it more readable, requires breaking it up into manageable sections. In this practical guide, author Kent Beck, creator of Extreme Programming and pioneer of software patterns, suggests when and where you might apply tidyings to improve your code while keeping the overall structure of the system in mind. Instead of trying to master tidying all at once, this book lets you try out a few examples that make sense for your problem. If you have a big function containing many lines of code, you'll learn how to logically divide it into smaller chunks.

In this simple, fast-paced audiobook, you will be learning what it takes to create the life you want. 30 Days is for people who are struggling, wanting to change their lives, but they feel powerless and think change comes from the outside. They also keep doing the same things over and over expecting a different result, which Albert Einstein considered to be the purest form of insanity.

The world’s leading high-performance coach and multiple New York Times best-selling author Brendon Burchard delivers the six habits of personal growth that will help you create the life of your dreams. Forged from Brendon Burchard’s personal experiences, data from his GrowthDay app, and his many years as a high-performance coach, The 6 Habits of Growth presents the tools you need to construct the life of your dreams.

Becoming a Data Head is a complete guide for data science in the workplace: covering everything from the personalities you’ll work with to the math behind the algorithms. The authors have spent years in data trenches and sought to create a fun, approachable, and eminently bingeable book. Anyone can become a Data Head—an active participant in data science, statistics, and machine learning. Whether you're a business professional, engineer, executive, or aspiring data scientist, this book is for you.

"Atomic Habits" by James Clear is a transformative self-help book that delves into the science of habit formation and offers practical strategies for creating lasting change. Clear explores how small, incremental changes, or "atomic habits," can lead to significant improvements in one's life.

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle.

Decades of research on achievement suggests people at the top of their game tend to reach their goals because of what they do - not because of who they are. In this short, provocative, and useful HBR Single, motivational psychologist Heidi Grant Halvorson translates the psychological secrets of these winning human beings for your use.

No data is completely safe. Cyberattacks on companies and individuals are on the rise and growing not only in number but also in ferocity. And while you may think your company has taken all the precautionary steps to prevent an attack, no individual, company, or country is safe. Cybersecurity can no longer be left exclusively to IT specialists. Improving and increasing data security practices and identifying suspicious activity is everyone's responsibility, from the boardroom to the break room.

The Compound Effect contains the essence of what every super achiever needs to know, practice, and master to obtain extraordinary success. Inside you will hear strategies on how to win-every time; eradicating the bad habits that are derailing your progress; painlessly installing the few key disciplines required for major breakthroughs; the real, lasting keys to gaining and sustaining motivation; capturing the elusive, awesome force of momentum; and the acceleration secrets of superachievers.

When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it's often difficult to understand what each one offers. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.

People who do amazing things in the world - developing a new cancer drug, creating award-winning ads, helping their communities - may seem to have all sorts of advantages. But they don’t have any more hours than the rest of us. Instead, they may be allocating their hours in interesting ways that the rest of us can learn from. In this workshop, time management expert Laura Vanderkam explains about how broadening our perspective on time will help us be more intentional with the hours we have, and shares the simple, practical steps your team can take to start making time work for them.

「ついしたくなる」にはシカケがある。 スタンフォード大学の講義でも用いられている、日本発のフレームワーク、仕掛学【Shikakeology】