Top 25 Best Big Data Books on Our Reading List for 2023

A collection of the best big data books. These publications have something to offer even the most tenured data professionals.

There are loads of free resources available online (such as Solutions Review’s buyer’s guides and best practices), and those are great, but sometimes it’s best to do things the old fashioned way. There are few resources that can match the in-depth, comprehensive detail of a good book.

Solutions Review has done the research for you, having reviewed many of these books. We’ve carefully selected the top big data books based on relevance, popularity, ratings, publish date, and ability to add business value. Each book listed has a minimum of 10 Amazon user reviews and a rating of 3.0 or better.

Below you will find a library of books from recognized leaders, experts, and technology professionals in the field. From dashboards to data analytics, these publications have something to offer even the most tenured data professionals.

The Best Big Data Books

Big Data: A Revolution That Will Transform How We Live, Work, and Think

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Whether it is used by the NSA to fight terrorism or by online retailers to predict customers’ buying patterns, big data is a revolution occurring around us, in the process of forever changing economics, science, culture, and the very way we think. But it also poses new threats, from the end of privacy as we know it to the prospect of being penalized for things we haven’t even done yet, based on big data’s ability to predict our future behavior. What we have already seen is just the tip of the iceberg.”

Big Data: Techniques and Technologies in Geoinformatics

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Providing a perspective based on analysis of time, applications, and resources, this book familiarizes readers with geospatial applications that fall under the category of big data. It explores new trends in geospatial data collection, such as geo-crowdsourcing and advanced data collection technologies such as LiDAR point clouds. The book features a range of topics on big data techniques and technologies in geoinformatics including distributed computing, geospatial data analytics, social media, and volunteered geographic information.”

Designing Data-Intensive Applications; The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse 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. Peer under the hood of the systems you already use, and learn how to use and operate them more effectively.”

Big Data For Dummies

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Big data management is one of the major challenges facing business, industry, and not-for-profit organizations. Data sets such as customer transactions for a mega-retailer, weather patterns monitored by meteorologists, or social network activity can quickly outpace the capacity of traditional data management tools. If you need to develop or manage big data solutions, you’ll appreciate how these four experts define, explain, and guide you through this new and often confusing concept.”

Big Data: Principles and best practices of scalable realtime data systems

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“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.”

Data Strategy: How to Profit from a World of Big Data, Analytics and the Internet of Things

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Bernard Marr’s Data Strategy is a must-have guide to creating a robust data strategy. Explaining how to identify your strategic data needs, what methods to use to collect the data and, most importantly, how to translate your data into organizational insights for improved business decision-making and performance, this is essential reading for anyone aiming to leverage the value of their business data and gain competitive advantage. Data strategy will equip any organization with the tools and strategies it needs to profit from big data, analytics and the Internet of Things.”

Big Data: Using SMART Big Data, Analytics and Metrics To Make Better Decisions and Improve Performance

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“There is so much buzz around big data. We all need to know what it is and how it works – that much is obvious. But is a basic understanding of the theory enough to hold your own in strategy meetings? Probably. But what will set you apart from the rest is actually knowing how to USE big data to get solid, real-world business results – and putting that in place to improve performance. Big Data will give you a clear understanding, blueprint, and step-by-step approach to building your own big data strategy.”

Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“From technology, media and retail, to sport teams, government agencies and financial institutions, learn the actual strategies and processes being used to learn about customers, improve manufacturing, spur innovation, improve safety and so much more. Organised for easy dip-in navigation, each chapter follows the same structure to give you the information you need quickly. For each company profiled, learn what data was used, what problem it solved and the processes put it place to make it practical, as well as the technical details.”

The Big Book of Dashboards: Visualizing Your Data Using Real-World Business Scenarios

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Comprising dozens of examples that address different industries and departments (healthcare, transportation, finance, human resources, marketing, customer service, sports, etc.) and different platforms (print, desktop, tablet, smartphone, and conference room display) The Big Book of Dashboards is the only book that matches great dashboards with real-world business scenarios. By organizing the book based on these scenarios and offering practical and effective visualization examples, The Big Book of Dashboards will be the trusted resource.”

Learning Spark: Lightning-Fast Big Data Analysis

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Data in all domains is getting bigger. How can you work with it efficiently? Recently updated for Spark 1.3, this book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. With Spark, you can tackle big datasets quickly through simple APIs in Python, Java, and Scala. This edition includes new information on Spark SQL, Spark Streaming, setup, and Maven coordinates. Written by the developers of Spark, this book will have data scientists and engineers up and running in no time.”

Big Data at Work: Dispelling the Myths, Uncovering the Opportunities

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“When the term “big data” first came on the scene, bestselling author Tom Davenport (Competing on Analytics, Analytics at Work) thought it was just another example of technology hype. But his research in the years that followed changed his mind. With dozens of company examples, including UPS, GE, Amazon, United Healthcare, Citigroup, and many others, this book will help you seize all opportunities—from improving decisions, products, and services to strengthening customer relationships.”

Data Science and Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. Get started discovering, analyzing, visualizing, and presenting data in a meaningful way today!”

Big Data For Beginners: Understanding SMART Big Data, Data Mining & Data Analytics For improved Business Performance, Life Decisions & More (Data … Computer Programming, Growth Hacking, ITIL)

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Big Data For Beginners! The Ultimate Beginners Crash Course To Understanding And Interpreting Big Data! Are You Ready To Learn How To Understand SMART Big Data, Data Mining & Data Analytics For improved Business Performance, Life Decisions & More? If So You’ve Come To The Right Place – Regardless Of How Little Experience You May Have! Here’s A Preview Of What Big Data For Beginners! Contains… A Conundrum Called ‘Big Data’ How To Understand Big Data Better What Can Big Data Do For You?”

Too Big to Ignore: The Business Case for Big Data (Wiley and SAS Business Series)

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Big Data is no temporary blip of fad. In fact, it is only going to intensify in the coming years, and its ramifications for the future of business are impossible to overstate. Too Big to Ignore explains why Big Data is a big deal. Simon provides commonsense, jargon-free advice for people and organizations looking to understand and leverage Big Data. Rife with case studies, examples, analysis, and quotes from real-world Big Data practitioners, the book is required reading for chief executives, company owners, industry leaders, and business professionals.”

People Analytics in the Era of Big Data: Changing the Way You Attract, Acquire, Develop, and Retain Talent

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“People Analytics in the Era of Big Data provides a blueprint for leveraging your talent pool through the use of data analytics. Written by the Global Vice President of Business Intelligence and Predictive Analytics at Monster Worldwide, this book is packed full of actionable insights to help you source, recruit, acquire, engage, retain, promote, and manage the exceptional talent your organization needs. This informative guide provides the key perspective that brings analytics into HR in a truly useful way.”

Big Data, Big Analytics: Emerging Business Intelligence and Analytic Trends for Today’s Businesses

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“The availability of Big Data, low-cost commodity hardware and new information management and analytics software has produced a unique moment in the history of business. The convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. These capabilities are neither theoretical nor trivial. They represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue and profitability.”

Ethics of Big Data: Balancing Risk and Innovation

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“What are your organization’s policies for generating and using huge datasets full of personal information? This book examines ethical questions raised by the big data phenomenon, and explains why enterprises need to reconsider business decisions concerning privacy and identity. Authors Kord Davis and Doug Patterson provide methods and techniques to help your business engage in a transparent and productive ethical inquiry into your current data practices.”

From Big Data to Big Profits: Success with Data and Analytics

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“In From Big Data to Big Profits, Russell Walker investigates the use of Big Data to stimulate innovations in operational effectiveness and business growth. Walker examines the nature of Big Data and how businesses can use it to create new monetization opportunities. Using case studies of Apple, Netflix, Google, LinkedIn, Zillow, Amazon, and other leaders in the use of Big Data, Walker explores how digital platforms such as mobile apps and social networks are changing the nature of customer interactions and the way big data is created.”

Analytics in a Big Data World: The Essential Guide to Data Science and its Applications (Wiley and SAS Business Series)

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“The book draws on author Bart Baesens’ expertise on the topics of big data, analytics and its applications in e.g. credit risk, marketing, and fraud to provide a clear roadmap for organizations that want to use data analytics to their advantage, but need a good starting point. Baesens has conducted extensive research on big data, analytics, customer relationship management, web analytics, fraud detection, and credit risk management, and uses this experience to bring clarity to a complex topic.”

Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners (Wiley and SAS Business Series)

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Big data is big business. But having the data and the computational power to process it isn’t nearly enough to produce meaningful results. Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners is a complete resource for technology and marketing executives looking to cut through the hype and produce real results that hit the bottom line. Providing an engaging, thorough overview of the current state of big data analytics and the growing trend toward high performance computing architectures, the book is a detail-driven look into how big data analytics can be leveraged to foster positive change and drive efficiency.”

The Big Data-Driven Business: How to Use Big Data to Win Customers, Beat Competitors, and Boost Profits

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“The Big Data-Driven Business: How to Use Big Data to Win Customers, Beat Competitors, and Boost Profits makes the case that big data is for real, and more than just big hype. Better information allows for better decisions, better targeting, and better reach. Big data has become an indispensable tool for the most effective marketers in the business, and it’s becoming less of a competitive advantage and more like an industry standard. Remaining relevant as the marketplace evolves requires a full understanding and application of big data, and The Big Data-Driven Business provides the practical guidance businesses need.”

Big Data Marketing: Engage Your Customers More Effectively and Drive Value

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Many of today’s businesses find themselves caught in a snarl of internal data, paralyzed by internal silos, and executing antiquated marketing approaches. As a result, consumers are losing patience, shareholders are clamoring for growth and differentiation, and marketers are left struggling to untangle the massive mess. Big Data Marketing provides a strategic road map for executives who want to clear the chaos and start driving competitive advantage and top line growth. Using real-world examples, non-technical language, additional downloadable resources, and a healthy dose of humor, Big Data Marketing will help you discover the remedy offered by data-driven marketing.”

Big Data For Business: Your Comprehensive Guide To Understand Data Science, Data Analytics and Data Mining To Boost More Growth and Improve Business (Data Analytics Book Series)

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“This Big Data For Business: Your Comprehensive Guide To Understand Data Science, Data Analytics and Data Mining To Boost More Growth and Improve Business. is your must have guide to explore and learn about the impact of Big Data For Business, and understand how you can starts forming ideas on how you can use it for your next business growth. The Bottom Line: What are you waiting for? Start today by making the smartest investment you could possibly make. An investment in yourself, your knowledge and your business growth.”

Data Architecture: A Primer for the Data Scientist: Big Data, Data Warehouse and Data Vault

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Today, the world is trying to create and educate data scientists because of the phenomenon of Big Data. And everyone is looking deeply into this technology. But no one is looking at the larger architectural picture of how Big Data needs to fit within the existing systems (data warehousing systems). Taking a look at the larger picture into which Big Data fits gives the data scientist the necessary context for how pieces of the puzzle should fit together. Most references on Big Data look at only one tiny part of a much larger whole. Until data gathered can be put into an existing framework or architecture it can’t be used to its full potential. Data Architecture a Primer for the Data Scientist addresses the larger architectural picture of how Big Data fits with the existing information infrastructure, an essential topic for the data scientist.”

Making Big Data Work for Your Business

OUR TAKE: This Udemy Power BI training has more than 46,000 ratings and 4.6 stars. By the end, you will be able to analyze data from different data sources and create their own datasets.

“Big Data has brought about a revolution in the way we do business. Essential business decisions can today be informed by the wealth of data now at our disposal. However, while Big Data may appear to be the answer to every business problem, for many, gaining real value from data – gaining business insights is a difficult task. Big Data, for many, is a big problem itself, with many struggling to reap the rewards that it promises. In this accessible and stimulating guide, Sudhi Sinha, management, technology and sustainability expert, provides a unique perspective on Big Data and how to derive maximum value from it – with sharp and careful analytics.”

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