The most recommended data processing books

Who picked these books? Meet our 28 experts.

28 authors created a book list connected to data processing, and here are their favorite data processing books.
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Book cover of Design Drawing

Alan Hughes Author Of Interior Design Drawing

From my list on exploring interior design and our understanding.

Why am I passionate about this?

As a child my heroes were designers and I thought designers could design across many disciplines, this was what I understood and aspired to. I'm fortunate to have been a designer, illustrator, and design teacher for many years. Passionate about the process I firmly believe if you can design in one area you can design in another. Understanding your material's potential is the key. As a tutor and author my job is to unwrap a student’s talent, support and encourage that unique view through skills building and advice to help them. I believe good design can solve many of the world’s problems and passing on that message is valuable.

Alan's book list on exploring interior design and our understanding

Alan Hughes Why did Alan love this book?

Ching has a great gift for illustrating with his visuals, and his amazing handwritten text, all manner of information about drawing and designing space. This is a comprehensive and instructional book introducing design drawing from basic principles to the communication of designed space as a structural diagram or atmospheric perspective. A wonderful exploration of sketching and drawing methods to illustrate theory, atmosphere, and the communication of three-dimensional space.  For me, it transcended the textbook approach and provided a clear exploration of the communication of design method and its potential outcomes.

By Francis D. K. Ching, Steven P. Juroszek,

Why should I read it?

1 author picked Design Drawing as one of their favorite books, and they share why you should read it.

What is this book about?

THE CLASSIC GUIDE TO DRAWING FOR DESIGNERS, REVISED AND UPDATED TO INCLUDE CURRENT DIGITAL-DRAWING TECHNIQUES

Hand drawing is an integral part of the design process and central to the architecture profession. An architect's precise interpretation and freedom of expression are captured through hand drawing, and it is perhaps the most fundamental skill that the designer must develop in order to communicate thoughts and ideas effectively. In his distinctive style, world-renowned author Francis D. K. Ching presents Design Drawing, Third Edition, the classic guide to hand drawing that clearly demonstrates how to use drawing as a practical tool for formulating and…


Book cover of The Closed World: Computers and the Politics of Discourse in Cold War America

Philip Mirowski Author Of The Knowledge We Have Lost in Information: The History of Information in Modern Economics

From my list on the politics of science.

Why am I passionate about this?

I am an economist who came to realize that the marketplace of ideas was a political doctrine, and not an empirical description of how we came to know what we think we know. Science has never functioned in the same manner across centuries; it was only during my lifetime that it became recast as a subset of market reality. I have spent a fair amount of effort exploring how economics sought to attain the status of a science; but now the tables have turned. It is now scientists who are trained to become first and foremost market actors, finally elevating the political dominance of the economists.

Philip's book list on the politics of science

Philip Mirowski Why did Philip love this book?

Edwards revealed how the very architecture of early computers owed a debt to the political structures of the Cold War. The innovation of a command/control/information infrastructure set the template for military regimentation, and subsequently for the surveillance society we currently inhabit. The story of how cybernetics—a field that never quite made the grade as pure science—nevertheless conquered the culture, is fascinating.

By Paul Edwards,

Why should I read it?

1 author picked The Closed World as one of their favorite books, and they share why you should read it.

What is this book about?

The Closed World offers a radically new alternative to the canonical histories of computers and cognitive science. Arguing that we can make sense of computers as tools only when we simultaneously grasp their roles as metaphors and political icons, Paul Edwards shows how Cold War social and cultural contexts shaped emerging computer technology―and were transformed, in turn, by information machines.

The Closed World explores three apparently disparate histories―the history of American global power, the history of computing machines, and the history of subjectivity in science and culture―through the lens of the American political imagination. In the process, it reveals intimate…


Book cover of R in Action: Data Analysis and Graphics with R

Tilman M. Davies Author Of The Book of R: A First Course in Programming and Statistics

From my list on intro to programming and data science with R.

Why am I passionate about this?

I’m an applied statistician and academic researcher/lecturer at New Zealand’s oldest university – the University of Otago. R facilitates everything I do – research, academic publication, and teaching. It’s the latter part of my job that motivated my own book on R. From first-year statistics students who have never seen R to my own Ph.D. students using R to implement novel and highly complex statistical methods and models, my experience is that all ultimately love the ease with which the R language permits exploration, visualisation, analysis, and inference of one’s data. The ever-growing need in today’s society for skilled statisticians and data scientists means there's never been a better time to learn this essential language.

Tilman's book list on intro to programming and data science with R

Tilman M. Davies Why did Tilman love this book?

This provides a superb balance between technical aspects of R coding and the statistical methods that motivate its use. It's rare to find a book on topics like this that are written with Kabacoff's easygoing yet precise style, which makes it ideal for beginners. From my own experience, it is obvious the author has spent many years teaching this type of content, knowing where things deserve extra explanation up front and where other more technical details can be relegated to more advanced texts.

By Robert I. Kabacoff,

Why should I read it?

1 author picked R in Action as one of their favorite books, and they share why you should read it.

What is this book about?

DESCRIPTION

R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. It runs on all important platforms and provides thousands of useful specialized modules and utilities. This makes R a great way to get meaningful information from mountains of raw data.



R in Action, Second Edition is language tutorial focused on practical problems. Written by a research methodologist, it takes a direct and modular approach to quickly give readers the information they need to produce useful results. Focusing on realistic data analyses and a comprehensive integration of graphics, it follows the steps that…


Book cover of Predict and Surveil: Data, Discretion, and the Future of Policing

Luke Hunt Author Of Police Deception and Dishonesty: The Logic of Lying

From my list on the cluster-f*ck we call policing.

Why am I passionate about this?

I’m an Associate Professor in the University of Alabama’s Department of Philosophy. I worked as an FBI Special Agent before making the natural transition to academic philosophy. Being a professor was always a close second to Quantico, but that scene in Point Break in which Keanu Reeves and Patrick Swayze fight Anthony Kiedis on the beach made it seem like the FBI would be more fun than academia. In my current position as a professor at the University of Alabama, I teach in my department’s Jurisprudence Specialization. My primary research interests are at the intersection of philosophy of law, political philosophy, and criminal justice. I’ve written three books on policing.

Luke's book list on the cluster-f*ck we call policing

Luke Hunt Why did Luke love this book?

I love this book because it reminds us of the many ways that technology can affect justice.

It is tempting to think sophisticated tactics such as “predictive policing” can solve all problems relating to human bias. However, Brayne shows that data and algorithms do not eliminate bias and discretion. Instead, high-tech police tools simply make bias less overt and visible, which erodes the public’s ability to hold the police accountable.

I especially enjoyed how the book flips the script, considering diverse ways to use these tools to help the public. For example, how can municipalities use technology to analyze the underlying factors that contribute to policing problems in the first place?

By Sarah Brayne,

Why should I read it?

1 author picked Predict and Surveil as one of their favorite books, and they share why you should read it.

What is this book about?

The scope of criminal justice surveillance, from the police to the prisons, has expanded rapidly in recent decades. At the same time, the use of big data has spread across a range of fields, including finance, politics, health, and marketing. While law enforcement's use of big data is hotly contested, very little is known about how the police actually use it in daily operations and with what consequences.

In Predict and Surveil, Sarah Brayne offers an unprecedented, inside look at how police use big data and new surveillance technologies, leveraging on-the-ground fieldwork with one of the most technologically advanced law…


Book cover of Artificial Intelligence in Healthcare: AI, Machine Learning, and Deep and Intelligent Medicine Simplified for Everyone

Kerrie Holley Author Of AI-First Healthcare: AI Applications in the Business and Clinical Management of Health

From my list on artificial intelligence in health care.

Why am I passionate about this?

I fell in love with technology when I wrote my first computer program at age 14 when there was no public Internet, no personal computers, no iPhone, no cloud. I have made technical contributions to every era of computing from mainframes, to PCs, Internet, Cloud, and now AI. I was recently elected to the National Academy of Engineering. AI currently surpasses my wildest imagination on the art of what’s possible. I'm still passionately working in technology at Google focused on how to live healthier lives. I believe we can make AI the telescope of the future, to helping everyone live long and healthy lives.

Kerrie's book list on artificial intelligence in health care

Kerrie Holley Why did Kerrie love this book?

Parag is a clinician who covers the current and future state for using AI in several healthcare specialties like cardiology, pharmacy, orthopedics, radiology, and many more. 

This is a book for generalists who want to understand how AI applies to a variety of medical disciplines. I enjoyed this book because it deepened my knowledge as an AI technologist on how to apply AI in areas of healthcare from the lens of a physician.

Book cover of Human + Machine: Reimagining Work in the Age of AI

Steve Finlay Author Of Artificial Intelligence and Machine Learning for Business: A No-Nonsense Guide to Data Driven Technologies

From my list on machine learning for managers and business leaders.

Why am I passionate about this?

I have worked in the field of machine learning and predictive analytics for many years. Having started out as a technical specialist, I have become increasingly interested in the legal, ethical, and social aspects of these subjects. This is because it is these “soft issues” that often determine how successful these technologies are in practice and if they are viewed as a force for good or evil in wider society. This has led me to write several books focusing on the practical and cultural aspects of these subjects and how best to apply them for the benefit of business, individuals, and wider society.

Steve's book list on machine learning for managers and business leaders

Steve Finlay Why did Steve love this book?

Many writers have discussed the dangers that artificial intelligence and machine learning represent to our livelihoods, and how clever computers and autonomous robots will supplant us all in the workplace. What I like about this book is that it provides an alternative, and very optimistic, view of how these new technologies are being deployed. The authors present a future based on a partnership, in which artificial intelligence-based tools work in tandem with human workers, enhancing what individuals can do in the workplace rather than replacing them.

By Paul R. Daugherty, H. James Wilson,

Why should I read it?

1 author picked Human + Machine as one of their favorite books, and they share why you should read it.

What is this book about?

AI is radically transforming business. Are you ready?

Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on?

In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show…


Book cover of Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale

Tomasz Lelek Author Of Software Mistakes and Tradeoffs: How to make good programming decisions

From my list on big data processing ecosystem.

Why am I passionate about this?

I am motivated by working on products that many people use. I've been a part of companies that deliver products impacting millions of people. To achieve it, I am working in the Big Data ecosystem and striving to simplify it by contributing to Dremio's Data LakeHouse solution. I worked on projects using Spark, HDFS, Cassandra, and Kafka technologies. I have been working in the software engineering industry for ten years now, and I've tried to share my experience and lessons learned in the Software Mistakes and Tradeoffs book, hoping that it will allow current and the next generation of engineers to create better software, leading to more happy users.

Tomasz's book list on big data processing ecosystem

Tomasz Lelek Why did Tomasz love this book?

Apache Kafka is the backbone of almost every streaming-based system today.

The solutions created and implemented in Kafka are the key concepts in every streaming system that you will work with.

This book will allow you to fully understand the Kafka architecture, its internals, and APIs and allow you to become an expert in this technology.

By Neha Narkhede, Gwen Shapira, Todd Palino

Why should I read it?

1 author picked Kafka as one of their favorite books, and they share why you should read it.

What is this book about?

Every enterprise application creates data, whether it's log messages, metrics, user activity, outgoing messages, or something else. And how to move all of this data becomes nearly as important as the data itself. If you're an application architect, developer, or production engineer new to Apache Kafka, this practical guide shows you how to use this open source streaming platform to handle real-time data feeds.

Engineers from Confluent and LinkedIn who are responsible for developing Kafka explain how to deploy production Kafka clusters, write reliable event-driven microservices, and build scalable stream-processing applications with this platform. Through detailed examples, you'll learn Kafka's…


Book cover of All-in On AI: How Smart Companies Win Big with Artificial Intelligence

Roger W. Hoerl Author Of Statistical Thinking: Improving Business Performance

From my list on AI and data science that are actually readable.

Why am I passionate about this?

As a professional statistician, I am naturally interested in AI and data science. However, in our current information age, everyone, in all segments of society, needs to understand the basics of AI and data science. These basics include such things as what these disciplines are, what they can contribute to society, and perhaps most importantly, what can go wrong. However, I have found that much of the literature on these topics is highly technical and beyond the reach of most readers. These books are specifically selected because they are readable by virtually everyone, and yet convey the key concepts needed to be data-literate in the 21st century. Enjoy!

Roger's book list on AI and data science that are actually readable

Roger W. Hoerl Why did Roger love this book?

Books on AI often go to extremes, either promoting it as the solution to all the world’s problems, or depicting it as an evil that will destroy humanity.

This book is much more practical, and based on experience using AI in actual business applications. It is the result of considerable research, involving investigation of applications not only in silicon-valley, but from various business sectors, such as Airbus, Ping, Progressive Insurance, and Capital One Bank.

Don’t let the title fool you; this book is not simply a promotion of AI, but addresses the practical issues that have to be considered if success is to be achieved. For example, they argue that “the most important aspect in AI success is not machinery, but human leadership, behavior, and change.”

By Thomas H. Davenport, Nitin Mittal,

Why should I read it?

1 author picked All-in On AI as one of their favorite books, and they share why you should read it.

What is this book about?

A Wall Street Journal bestseller

A Publisher's Weekly bestseller

A fascinating look at the trailblazing companies using artificial intelligence to create new competitive advantage, from the author of the business classic, Competing on Analytics, and the head of Deloitte's US AI practice.

Though most organizations are placing modest bets on artificial intelligence, there is a world-class group of companies that are going all-in on the technology and radically transforming their products, processes, strategies, customer relationships, and cultures.

Though these organizations represent less than 1 percent of large companies, they are all high performers in their industries. They have better business…


Book cover of Super Founders: What Data Reveals About Billion-Dollar Startups

Simon Court Author Of Founder's Legacy: 50 Game-Changing Leadership Lessons for Building a Great Business

From my list on books for founders trying to be in the 10% of businesses that succeed.

Why am I passionate about this?

For the last 25 years, I have been a coach to business founders, leaders, and leadership teams. My work has taken me to every continent from my base in London. A lot of my work is done behind closed doors, but I have been instrumental in building two unicorns in the last decade. I’m a founder myself and have always been fascinated by what it takes to succeed as a founder. I have a powerful conviction that learning to lead is the heart of it. The books I love are either based on real-world research or deeply practical and based on hands-on experience. Practice trumps theory every time in my world!

Simon's book list on books for founders trying to be in the 10% of businesses that succeed

Simon Court Why did Simon love this book?

I love the fact that Ali has provided evidence that ANYONE can succeed as a founder. He has done a lot of number-crunching on ‘unicorns’ (I admire his tenacity for that!) and examined what makes a successful startup founder and some surprises emerge.

Age, education, and number of cofounders were not predictors of a startup’s success, as many of us might have expected. The big thing that does matter is experience. Sixty percent of unicorn founders had previously launched startups. It seems that in pretty much every walk of life, including this one, practice is the key.

By Ali Tamaseb,

Why should I read it?

1 author picked Super Founders as one of their favorite books, and they share why you should read it.

What is this book about?

Every VC wants to find the next billion dollar company to invest in, and every startup wants to become one. Ali Tamaseb set out to find patterns in the backgrounds, methods, and trajectories of these companies, gathering and analyzing 40,000 data points about the 200+ billion dollar companies and the people who founded them. And you'll be surprised by what he discovered:

* Half of unicorn founders are over 35;
* Most founders don't have any directly relevant work experience in the industry they're disrupting;
* There's no disadvantage to being a solo founder;
* Sixty percent of billion dollar…


Book cover of Journey to the Moon (Library of Flight)

Don Eyles Author Of Sunburst and Luminary: An Apollo Memoir

From my list on by Apollo insiders.

Why am I passionate about this?

I have read most of the books written about Apollo, especially those ostensibly written by my fellow participants. I have read these books for pleasure, to find out about parts of the moon effort that I did not see first-hand, and to learn what I could from the authors’ mistakes and successes — with a view to the writing of my own book. The books I have come to value the most are the books that seem to have been created for some other reason than commercial gain, the books unmarred by ghostwriting or heavy-handed editing, the books where the author’s authentic voice speaks from the page.

Don's book list on by Apollo insiders

Don Eyles Why did Don love this book?

Eldon Hall led the development of the Apollo Guidance Computer, that one-cubic-foot device with 76kb of memory that navigated, guided, and controlled each of the Apollo spacecraft — the machine that I helped program. His book is both a detailed description of the Apollo computer and a history of its development. The most dramatic chapter chronicles the bold decision to use integrated circuits in the design of the computer — all of the same type, to encourage the vendor to keep making them — although that technology was then anything but reliable. 

By Eldon C. Hall,

Why should I read it?

1 author picked Journey to the Moon (Library of Flight) as one of their favorite books, and they share why you should read it.

What is this book about?

The first of its kind, Journey to the Moon details the history and design of the computer that enabled U.S. astronauts to land on the moon. The book recalls the history of computer technology, both hardware and software, and the applications of digital computing to missile guidance systems and manned spacecraft. The book also offers graphics and photos drawn from the Draper Laboratories' archives that illustrate the technology and related events during the Apollo project. Written for experts as well as lay persons, Journey to the Moon is the first book of its kind and a must for anyone interested…