The most recommended big data books

I'm a programmer and technical author at Octopus Deploy and I'm deeply interested in DevOps. Since the 1950s, people have been studying software delivery in search of better ways of working. We’ve seen many revolutions since Lincoln Labs first introduced us to phased delivery, with lightweight methods transforming how we wrote software at the turn of the century. My interest in DevOps goes beyond my enthusiasm for methods in general, because we now have a great body of research that adds to our empirical observations on the ways we work.

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.

I would like to consider myself an experienced and successful designer, researcher, and educator. I'm an Associate Professor in Communication Design and the Head of Education for the School of Design at Northumbria University in the United Kingdom, where I've taught and researched for the last twenty years so I'm super passionate about this subject and love explaining how design works. Before joining academia, I worked internationally as a designer and creative director for numerous prestigious design and media organizations, including Philips, Time-Warner, Windmill Lane Pictures, and WPP in the UK, Ireland, USA, and Southeast Asia. Working in these different businesses and locations gave me a broad perspective on the role and importance of design.

I’m a historian who’s spent far too much time thinking about how the color magenta contributed to climate change and why eighteenth-century humanitarians were obsessed with tobacco enemas. My favorite historical topics—like sensation, color, and truth—don’t initially seem historical, but that’s exactly why they need to be explored. I’ve learned that the things that seem like second nature are where our deepest cultural assumptions and unconscious biases hide. In addition to writing nonfiction, I’ve been lucky enough to grow up on a ranch, live in Paris, work as an interior design writer, teach high school and college, and help stray dogs get adopted.

I started my career as a research scientist building machine learning algorithms for weather forecasting. Twenty years later, I found myself at a precision agriculture startup creating models that provided guidance to farmers on when to plant, what to plant, etc. So, I am part of the movement from academia to industry. Now, at Google Cloud, my team builds cross-industry solutions and I see firsthand what our customers need in their data science teams. This set of books is what I suggest when a CTO asks how to upskill their workforce, or when a graduate student asks me how to break into the industry.

Peter Temin is an economist and economic historian, currently a professor at MIT and the former head of the Economics Department. His research interests include macroeconomic history, the Great Depression, industry studies in both the nineteenth and twentieth centuries, and ancient Rome. 

I’m the Science Director of the Science Museum Group, based at the Science Museum in London, and visiting professor at the Dunn School, University of Oxford, and Department of Chemistry, University College London. Every time I write a book I swear that it will be my last and yet I'm now working on my ninth, after earlier forays into the physics of Christmas and the love life of Albert Einstein. Working with Peter Coveney of UCL, we're exploring ideas about computation and complexity we tackled in our two earlier books, along with the revolutionary implications of creating digital twins of people from the colossal amount of patient data now flowing from labs worldwide.

I have been studying neoliberal political economy and its future transformations since I wrote Rationalizing Capitalist Democracy. One major insight has been the deep entanglement of neoliberal political-economic practices with de facto power relations. The liberal normative bargaining characterizing Adam Smith’s Wealth of Nations yields to coercive bargaining in which threats of harm are the surest and best means to get one’s way. If one seeks to understand how systems will evolve when governed by strategic competition, then orthodox game theory is useful. However, if one seeks to live in a post-scarcity society in which genuine cooperation is possible, then we can enact solidarity, trust-based relationships, and collective moral accountability. 

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.

I’ve been interested in investing for over four decades since I started as a finance PhD student at Wharton. Since then my research has focused on understanding the stock market. Early on, I tried applying my research to my investing. For example, I was convinced that a recently listed stock called Google was way overvalued—was I ever wrong! That got me to reflect on my investment philosophy—what did I truly believe about how markets really behaved? That brought me back to understanding and appreciating the contributors to Modern Portfolio Theory, which led to a fun decade-long book project. Currently I enjoy writing about investing through my blog.