Os melhores 45 livros sobre Big Data

Big Data provides an insightful look at why a change to “big data” is a major shift in how we collect, use and think about the data around us. It provides great explanations and examples of how individuals and companies already ahead of the curve are using the tools of big data to create value and profit. Casting an eye forward, the book also outlines the future implications for a big-data society in terms of the risks, opportunities and legal implications.

Too Big to Ignore explains why Big Data is tremendously important for your business. It illustrates the ways that Big Data analysis can revolutionize your company, and takes you step by step through the tools you need to harness it. It also looks ahead to our Big Data future.

From building a wine cellar to finding your happily ever after, modern life is increasingly ruled by number crunching and algorithms. Super Crunchers (2007) is about the sheer power of the large data sets that are fed into algorithms and the way they’re revolutionizing our businesses, medical treatment and even our governments.

Small Data (2016) is a guide to utilizing minor details about people’s lives to connect with them and sell them on your brand image. These blinks incorporate observations of cultures all over the world to point to the emotions and desires that help brands become household names.

It’s Not the Size of the Data (2014) is a beginner's guide to designing, creating and adopting your own marketing dashboard, helping you uncover the links between campaigns and performance, and monitor progress with long-term goals in mind.

Though you might not be aware of it, machine learning algorithms are already seeping into every aspect of human life, becoming more and more powerful as they continue to learn from an ever-increasing amount of data. The Master Algorithm (2016) provides a broad overview of what kind of algorithms are already out there, the problems they face, the solutions they can provide and how they’re going to revolutionize the future.

Everybody Lies (2017) is about the data collected in vast quantities by computers and over the internet. This data can help reveal fascinating information about the human psyche, behavior and quirks, because, as it turns out, people aren’t always so willing to communicate their true hopes and desires to others.

Weapons of Math Destruction (2016) offers a critical look at the growing number of algorithms that could be impacting your day-to-day life in ways you’re not even aware of. As more businesses and services, including schools and police, use algorithms to automate jobs, an increasing number of people are suffering the adverse effects. So don’t leave yourself at the mercy of automation – find out what you can do to protect yourself and your data.

In a world where data, numbers and statistics are treated like holy relics, Sensemaking (2017) powerfully advocates a return to humanities-based thinking. These blinks explain the process and principles of sensemaking, a way to make sense of the world through the interpretation of human culture. Being able to look beyond the immediate focus and understand the context surrounding the issues at hand is a critical tool for anyone looking to develop great, one-of-a-kind ideas.

Streaming, Sharing, Stealing (2016) is about the ever-changing entertainment industry. Recent years have seen the emergence of new players who continue to utilize technology to transform the landscape. This book assesses how companies like Apple, Netflix and Amazon use data to understand their consumers’ needs.

Frenemies (2018) explores the forces that are currently disrupting the traditional advertising and marketing industries. It looks at how the internet age has forced the advertising industry to change and adapt, specifically how technology, science and customization have revolutionized the role of the traditional advertising agency.

AI Superpowers (2018) takes a revealing look at the US and China as the world stands at the precipice of the AI economy, a multi-trillion dollar industry of algorithms and automation. As a tech expert and venture capitalist with experience in both China and the US, author Kai-Fu Lee guides us through the past to discover how we got to where we are and what to expect in the future.

The People Vs Tech (2018) examines the rise of digital technology. It argues this process is undermining six of the key pillars of democracy: active citizenship, a shared democratic culture, free elections, free association, equality, and governmental authority. Looking to the future and observing how it is already unfolding in the present, it paints a chilling picture of the possible dystopian world to come. However, it also shows the paths that are leading us to that world and suggests that these paths can be redirected, pointing the way to a better future.

The Four (2017) examines the great superpowers of our digital age – Apple, Amazon, Facebook and Google – and attempts to answer a few tough questions: How have these companies changed the world we live in and what is their formula for success? How can other companies rise to similar echelons of power? And what does it take to thrive in a world shaped by the Four?

New Dark Age (2018) investigates the fundamental paradox of our digital age: as new technologies allow us to gather more and more data on our world, we understand less and less of it. Examining the history, politics and geography of the complex digital network we are enmeshed in, James Bridle sheds new light on the central issues of our time, from climate change to wealth inequality to post-factual politics, and explains how we can live with purpose in an era of uncertainty.

Mindf*ck (2019), written by a whistleblower, tells the story of the largest data crime in history to date. On the eve of the 2016 United States presidential election, consulting firm Cambridge Analytica harvested the Facebook data from 87 million people and used it to conduct a mass disinformation campaign. Now, the full story has finally come to light.

Calling Bullshit (2020) is a guide to navigating the huge amounts of bullshit that surround us. By being alert to the ways in which data and scientific processes get manipulated, we can learn to call out bullshit when we see it.

The Data Detective (2021) is a smart, practical guide to understanding the ways in which statistics –⁠ and our reactions to them –⁠ distort and obscure reality. Using psychological research and illuminating examples, it reveals some of the ways our brains influence how we see data and statistics and how we draw incorrect conclusions as a result. By picking apart our cognitive biases and misconceptions, we gain the ability to see data, and in turn, the world, for what it really is.

Privacy is Power (2020) is a shocking exposé of the inner workings of surveillance capitalism. It reveals how, every day, hundreds of interested parties are violating your privacy and capitalizing on your personal data. Corporations, governments, and criminals alike are all busy collecting and exploiting your data in an effort to influence the way you think and behave. In these blinks, you’ll learn why your privacy is so important and what you can do to protect it.

Pegasus (2023) follows the thrilling, worldwide investigation into one of the most powerful and insidious pieces of cyber surveillance software known to date. Beginning with a massive data leak to a small, independent news outlet, it tells the story of how Pegasus came to be, the hundreds of innocent individuals who have had their privacy taken away by it, and the global team of reporters and editors who risked everything to bring the story to light.

Cloudmoney (2022) provides an overview of our present payment landscape. As it turns out, the age-old question of “cash or card” is not as simple as it seems. Underneath the push toward cashless is a murky world of powerful interests trying to extract profit and data from people’s purchases. And the disappearance of cash has more disadvantages than you might think. 

The Alignment Problem (2021) is both a history of the development of AI as well as a prophetic warning about what is to come. From the inherent bias in training data to the extreme speed of progress, Brian Christian details the potential dangers of and solutions to the AI problem.

Marketing 5.0 (2021) introduces the concept of a new era in marketing focused on leveraging technology to improve human lives. It provides strategies and examples demonstrating how the synthesis of advanced data-driven capabilities with human creativity, ethics, and empathy will allow companies to deliver tailored customer experiences amidst a complex, rapidly evolving marketplace.

Prediction Machines (2018) delves into the transformative impact of artificial intelligence on the economics of decision-making. It highlights how AI reduces the cost of predictions, reshapes business problems, and influences decision-making amid uncertainty. The work further explores the value of data in today’s AI-driven economy and the changing dynamics between human labor and automation.

Tokens (2023) looks at the transformation of traditional monetary systems in the digital era, highlighting how various forms of digital tokens are increasingly replacing conventional currency. It explores the implications of this shift, particularly focusing on the role of digital platforms in creating new types of economic exchange, ownership, and governance models.

Power And Prediction (2018) explores the impact of AI's advancements in prediction on decision-making processes, where AI handles the predictive elements and human judgment is important in their interpretation and application.

A History of Fake Things on the Internet (2023) explores the origins and evolution of digitally fabricated content, from early photo manipulation to today’s AI-generated deep fakes, analyzing key technological advances that made new forms of deception possible, and tracing their real-world impact back to fundamental aspects of human behavior. It argues that problems stemming from fake online content relate more to creativity and destruction inherent in human nature, rather than the nature of the faked content itself.

SEO 2024 (2024) is an indispensable resource for anyone looking to improve their online visibility and drive more traffic to their site. It breaks down the complexities of search engine optimization (SEO) into easy-to-understand concepts and actionable strategies, providing the tools to outrank competitors and attract customers.

Quantum Marketing (2021) explains the revolutionary marketing strategies necessary for businesses to remain relevant in today’s rapidly evolving technological landscape. From managing the explosion of data to forging strategic partnerships, it offers a thought-provoking guide to navigating the challenges and opportunities presented by this new era of business.

Proximity (2024) explores how digital technologies are revolutionizing production and service delivery, enabling on-demand fulfillment with minimal environmental impact. It examines the implications of this trend across industries and how it will transform business strategies, supply chains, and sustainability efforts.

The Formula (2024) chronicles the evolution of Formula 1 from its post-World War II origins to its current status as a global entertainment powerhouse. It follows the larger-than-life personalities that have shaped the sport through technological innovations and business strategies, and their attempt to balance the pursuit of engineering excellence with the demands of commercial success.

The Mind's Mirror (2024) explores the possibilities and risks of artificial intelligence. Aiming to provide readers with an understanding of AI's workings, it explores how AI can enhance human capabilities across various fields, while also addressing the societal challenges it presents. 

Making Sense of Chaos (2024) offers a fresh take on our complex economic world through the lens of complexity economics. It explores new computational tools and models that address issues like inflation, inequality, and financial crises – and shows how we can make better predictions and craft smarter policies in an increasingly interconnected and turbulent global economy.

Nexus (2024) explores how information networks, from storytelling and books to the internet and AI, have shaped human history. It lays bare the risks technology currently poses to these networks and defines the critical decisions humanity must make to safeguard information, power, order, and truth.

Too Smart (2020) examines the hidden costs and societal impacts of our increasingly connected digital world. It reveals how smart technologies, while promising convenience and efficiency, are fundamentally altering power dynamics, economies, and personal freedoms by extracting and commodifying our data.

The Art of SEO (2023) offers a comprehensive guide to search engine optimization, covering everything from basic methods to advanced tactics. It provides insights into the complexities of internet search, the inner workings of search engines, and the latest SEO tools and methods, including generative AI. 

Storytelling with Data (2015) is your guide to transforming data into clear and compelling visual narratives. Through actionable tips and examples, it shows how to simplify complex information, select the right visual elements, and design with intent so you can effectively communicate your insights. 

Money in the Twenty-First Century (2024) explores how technological shifts are reshaping the nature and function of money. It examines the rise of digital currencies, mobile payment systems, and low-interest economic environments, highlighting their impact on financial institutions and global economies.

The Insight-Driven Leader (2025) explores how companies can use people analytics to solve complex business challenges and drive performance. With real-world examples, it presents a practical framework for turning workforce data into strategic insights that inform better decision-making and lead to measurable impact.

The Magic of Code (2025) argues that code functions as the fundamental building block of our digital world, with the power to create virtual worlds, connect people globally, and serve as a gateway to understanding connections among diverse fields like language, mythology, and human thought patterns. 

Data (2025) offers a practical framework to move your business from a source of constant anxiety to a predictable and manageable enterprise. You’ll learn to replace gut feelings with objective facts by identifying the few key numbers that give you a true pulse on your company's health. This shift provides the clarity and confidence to lead effectively and achieve the freedom you've been working for.

Robin Hood Math (2025) is your backstage pass to the hidden math running rankings, credit scores, and the feeds you didn’t choose. The good news is, by familiarizing yourself with these formulas, you can gain a street-smart toolkit that will help you build your own rankings, average predictions the right way, update beliefs, and “train” your social algorithms. It’s a practical playbook to take back a little power – both online and off.

Decision-Driven Analytics (2024) challenges the traditional approach of data-driven decision-making by proposing that organizations should begin with the decisions they need to make rather than starting with available data. It presents a framework built on four pillars that helps bridge the gap between data analysts and business decision-makers, addressing the common problem of the failure of analytics efforts when data analysis becomes disconnected from actual business decisions. Rather than treating data as the starting point, this approach emphasizes human judgment in determining which questions matter most for organizational impact.

Growth Data Analytics Playbook (2025) gives you the analytical frameworks needed to move from gut instinct to data-informed decisions when scaling products. You’ll learn how to quantify product-market fit through retention, identify high-value power users, and put the mechanics of sustainable growth into practice. This guide helps you see past vanity metrics and build self-reinforcing loops that drive long-term success.

Data as a Service by Pushpak Sarkar explores the concept of providing data on-demand to users, applications, and other systems. It delves into the technical and business aspects of DaaS, discussing its benefits, challenges, and best practices. The book offers practical guidance for organizations looking to adopt DaaS and leverage their data assets effectively.