Data Science Design

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. 

Mastering Data Centers: A Comprehensive Guide to Learning the Essentials Ready to gain a competitive edge in the booming data center industry? Whether entering the field or looking to level up your expertise, Mastering Data Centers offers everything you need to become a true expert in this high-stakes world. This comprehensive guide is your roadmap to mastering data center operations, design, and strategic management, breaking down complex principles into a practical, step-by-step format designed to help you excel. With detailed explanations, actionable checklists, and downloadable ...

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...

Data projects are an intrinsic part of an organization's technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including data ingestion, data quality, idempotency, and more.

Master behavioral economics and business psychology to stop guessing and predict how people actually decide. Forget the myth of the perfectly rational actor; real human decision-making is messy, emotional, and driven by hidden cognitive biases. By understanding these mental shortcuts, you can...

The Only AI & Computer Science Reference You Will Ever Need Tired of juggling twenty books, three courses, and hundreds of blog posts just to understand one concept? This encyclopedia ends that. Over 1,000 pages — from computer science foundations to deploying production LLM systems — organized so every concept buil2026ds on the last. What's Inside 49 Major Topics with complete coverage: CS Foundations, Algorithms, Systems Design, Databases, Cloud/DevOps, Machine Learning, Deep Learning, Generative AI, LLMs, MLOps, Cybersecurity, AI Safety, and Future Technologies 335+ Reference Tables ...

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. 

This is a print companion to the Massive Open Online Course (MOOC), Data Structures: An Active Learning Approach (https://www.edx.org/course/data-structures-an-active-learning-approach), which utilizes the Active Learning approach to instruction, meaning it has various activities embedded throughout to help stimulate your learning and improve your understanding of the materials we will cover. While this print companion contains all STOP and Think questions, which will help you reflect on the material, and all Exercise Breaks, which will test your knowledge and understanding of the concepts ...

Designed for students and professionals in exercise science, kinesiology, and sports medicine, Muscle University: Research Foundations in Exercise Science provides an authoritative, practical, and comprehensive guide to conducting rigorous scientific research. This textbook combines foundational research theory with hands-on laboratory practice, equipping readers with the critical skills required for designing, implementing, and analyzing exercise science research. Key Features Include: Research Foundations: Clear, accessible explanations of experimental and observational research designs, ...

The modern world runs on data — this is the book that shows you how to design the systems behind it. In today’s digital age, data isn’t just fuel — it’s the engine that powers everything from financial transactions and personalized recommendations to artificial intelligence and global-scale analytics. Yet, while technology evolves at a breathtaking pace, the fundamental challenge remains the same: how do we design systems that are reliable, scalable, and intelligent enough to keep up? Modern Data Systems: Designing Reliable, Scalable, and Intelligent Applications by Daniel R. Holt...

It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets.

STOP GUESSING. START ENGINEERING. LEARN THE LAWS OF SOCIAL MEDIA Do you ever wonder why a 15-second video of someone dancing gets 10 million views, while your carefully edited masterpiece gets 50? Most people think going viral is luck. They treat the Creator Economy like a lottery ticket. They are wrong. Just as gravity pulls you down—regardless of whether you "believe" in it—the digital world operates on unbreakable laws of human psychology, data science, and attention economics. Social Media Physics strips away the myths of "influencer culture" and reveals the hard science underneath....

A New York Times Bestseller An audacious, irreverent investigation of human behavior—and a first look at a revolution in the making Our personal data has been used to spy on us, hire and fire us, and sell us stuff we don’t need. In Dataclysm, Christian Rudder uses it to show us who we...

Unravel the mysteries of the human mind and explore the depths of human behavior with "Experimental Psychology: Unveiling the Science of Human Behavior" by Ali Muattar. In this eagerly anticipated second edition, Ali expertly navigates readers through the captivating world of psychological experiments, offering a comprehensive guide to the principles, methods, and applications of experimental psychology. From delving into the theoretical frameworks that underpin our understanding of cognition and emotion to providing practical strategies for designing and conducting experiments, this book ...

Expand your skills from being a basic data scientist to becoming an expert data scientist ready to solve real-world data-centric issues. Discover two comprehensive manuscripts in one audiobook.

If you found a rusty old lamp on the beach, and upon touching it a genie appeared and granted you three wishes, what would you wish for? If you were wishing for a successful application development effort, most likely you would wish for accurate and robust data models, comprehensive data flow diagrams, and an acute understanding of human behavior. The wish for well-designed conceptual and logical data models means the requirements are well-understood and that the design has been built with flexibility and extensibility leading to high application agility and low maintenance costs. The wish ...

Break the Code, Be Part of the Inner Circle Imagine a world where you have the power to create anything you can dream of, where your ideas come to life with just a few lines of code. Welcome to the exciting and boundless world of programming! If you are looking to start your journey into coding, "Code Breakers: Understanding The Language of Computers" is the perfect guidebook to help you navigate this exhilarating landscape. The goal of this book is to introduce you to the fundamentals of coding in a fun, engaging, and accessible way. But why learn to code, you might ask? In today's digital...

Radically improve the quality of your data visualizations by employing core principles of color, typography, chart types, data storytelling, and more. Everyday Data Visualization is a field guide for design techniques that will improve the charts, reports, and data dashboards you build every day. Everything you learn is tool-agnostic, with universal principles you can apply to any data stack.

"Graph Database Modeling With Neo4j" is a comprehensive textbook designed to provide a thorough grounding in the principles, design, and application of graph databases, specifically using the industry-leading Neo4j platform. It serves as both a foundational guide for newcomers and a practical reference for advanced learners. Philosophy The core philosophy of this book is "learning by doing." I believe that true mastery of a technology like Neo4j comes not from abstract theory alone, but from hands-on application and problem-solving. Every concept is introduced with a clear "why" before ...

Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration.