Mostrando títulos en Ciencia de Datos

Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data...

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.

Maximize your portfolio, analyze markets, and make data-driven investment decisions using Python and generative AI. Investing for Programmers shows you how you can turn your existing skills as a programmer into a knack for making sharper investment choices.

If you’re aiming for CompTIA DataAI, you already know this is not an entry-level credential. The challenge is rarely motivation—it’s time, focus, and having a study plan that matches how the exam thinks. CompTIA DataAI (DY0-001) For People With Jobs was written for experienced practitioners who want a clean, exam-focused path that respects a full workload. This book helps you build the kind of readiness the exam expects: not just knowing terms, but making sound choices across the full data and AI lifecycle. You’ll practice turning messy, real-world constraints into clear decisions...

CompTIA DataAI (DY0-001) Flashcards: 1,000 Practice Questions For People With Jobs turns the main book’s content into a focused retention tool. It is built for repetition, recall, and exam-style thinking—so the ideas you understand in reading become ideas you can produce quickly under time pressure. If you learn best by testing yourself, this is the companion you’ll actually use every day. These flashcards are designed to reinforce exam readiness, not entertain you with trivia. Each prompt targets a concept, distinction, or decision point that matters in real data and AI work: ...

“One of my favorite books of the year. It completely reshaped how I think about information and how and why I take notes.” —Daniel Pink, bestselling author of Drive A revolutionary approach to enhancing productivity, creating flow, and vastly increasing your ability to capture, remember...

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.

Graph-Powered Machine Learning teaches to use graph-based algorithms and data organization strategies to develop superior machine learning applications. You’ll dive into the role of graphs in machine learning and big data platforms, and take an in-depth look at data source modeling, algorithm design, recommendations, and fraud detection. Explore end-to-end projects that illustrate architectures and help you optimize with best design practices.

This comprehensive guide to Microsoft Azure Data Engineering is designed to elevate your skills in data analytics, pipeline development, and Azure cloud solutions. Dive deep into essential concepts like data integration, ETL, SQL, Data Lakes, storage management, Data Governance, Data Strategy and big data architecture. This eBook is a Number #1 Best Seller in the following categories: #1 Data Warehousing #1 Computer Engineering #1 SQL Programming In today's job market, skilled Azure Data Engineers are rare, and their compensation reflects that rarity. They enjoy substantial salaries and the...

Power BI for Beginners: Learn to Clean, Transform, and Visualize Your Data Unlock the full potential of your data—even if you’ve never used Power BI before. This beginner-friendly guide walks you step by step through everything you need to start building professional dashboards and reports. No fluff, no overwhelming jargon—just clear instructions, practical examples, and hands-on exercises that help you actually learn by doing. Inside, you’ll discover: How to import and clean messy data with Power Query The essentials of data modeling (made simple for beginners) When and how to use ...

In this explosive memoir, a political consultant and technology whistleblower reveals the disturbing truth about the multi-billion-dollar data industry, revealing to the public how companies are getting richer using our personal information and exposing how Cambridge Analytica exploited...

Unlock the power of SQL with the ultimate resource for learners of all levels—Learn SQL: A Beginner’s Guide to Mastering Database Basics with Ease by Liam Doherty. Whether you’re a complete novice who’s never touched a database or a curious tinkerer looking to sharpen your skills, this book is your one-stop ticket to mastering SQL with confidence and flair. Written in a warm, conversational style by a seasoned coder and teacher from Galway, Ireland, this guide strips away the jargon and complexity, making SQL as approachable as a chat over tea. From setting up your first database to...

A FINANCIAL TIMES BOOK OF THE WEEK 'Illuminating' Eddie Jones 'Compelling' Metro 'Essential reading... reveals rugby's secrets' Financial Times 'Well written, insightful and thought-provoking' The Guardian 'Fantastic, a must-read for rugby fans' Ben Youngs ______________________________ Does it...

This new edition - more than 50 percent new and revised - is a significant update from the previous one and reveals how to harness the newest data mining methods and techniques to solve common business problems. The duo of unparalleled authors share invaluable advice for improving response rates to direct marketing campaigns, identifying new customer segments, and estimating credit risk. In addition, they cover more advanced topics, such as preparing data for analysis and creating the necessary infrastructure for data mining at your company.

Millions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career. The first audiobook of its kind, The Kaggle Book assembles in one place the techniques and skills you'll need for success in competitions, data science projects, and beyond.

Docker in Action teaches listeners how to create, deploy, and manage applications hosted in Docker containers. After starting with a clear explanation of the Docker model, you will learn how to package applications in containers, including techniques for testing and distributing applications. You will also learn how to run programs securely and how to manage shared resources. Using carefully designed examples, the book teaches you how to orchestrate containers and applications from installation to removal.

Structured query language, or SQL (pronounced "sequel" by many), is the most widely used programming language in database management and is the standard language for relational database management systems (RDBMS). SQL programming allows users to return, analyze, create, manage, and delete data within a database - all within a few commands.

Businesses own more data than ever before, but it's of no value if you don't know how to use it. Data governance manages the people, processes, and strategy needed for deploying data projects to production. But doing it well is far from easy: Less than one fourth of business leaders say their organizations are data driven. In Designing Data Governance from the Ground Up, you'll build a cross-functional strategy to create roadmaps and stewardship for data-focused projects, embed data governance into your engineering practice, and put processes in place to monitor data after deployment.

Telecommunications for the Modern Business: Strategies and Solutions is a comprehensive guide to understanding and mastering one of today’s most critical business pillars: connectivity. Written by Ronald Joseph Legarski, Jr., President and CEO of SolveForce, this book equips business leaders, IT professionals, and decision-makers with the insights and strategies needed to thrive in the digital age. In a world where seamless communication, real-time data access, and global collaboration are essential, telecommunications is no longer just infrastructure—it is a strategic enabler of ...

This audiobook is a summary of the advice I’ve given to software engineers over the years–and then some more. This audiobook follows the structure of a “typical” career path for a software engineer, from starting out as a fresh-faced software developer, through being a role model senior/lead, all the way to the staff/principle/distinguished level. It summarizes what I’ve learned as a developer and how I’ve approached coaching engineers at different stages of their careers.