Top Data books recommended by experts

At MentorCruise, we are all about making the most out of the experience of others. As part of that, we've connected and asked dozens of experts and professionals about their favourite Data books – and here are the answers.

Table of Contents

Fundamentals of Data

Understanding the concepts of Data starts with understanding the fundamentals. On your way to mastery, it's crucial for you to understand how certain concepts were derived, and why things work like they do. Starting with these resources is the best way to do so.

Business UnIntelligence: Insight and Innovation Beyond Analytics and Big Data

Business intelligence (BI) used to be so simple in theory anyway. Integrate and copy data from your transactional systems into a specialized relational database, apply BI reporting and query tools and add business users. Job done. No longer. ...

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Data Science for BusinesS

Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also disc…

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Better Data Visualizations

Now more than ever, content must be visual if it is to travel far. Readers everywhere are overwhelmed with a flow of data, news, and text. Visuals can cut through the noise and make it easier for readers to recognize and recall information. Yet many researchers were never taught how to present their work visually.

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

A revelatory exploration of the hottest trend in technology and the dramatic impact it will have on the economy, science, and society at large.Which paint color is most likely to tell you that a used car is in good shape? How can officials identify the most dangerous New York City manholes before they explode? ...

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Naked Statistics: Stripping the Dread from the Data

The best-selling author of Naked Economics defies the odds with a book about statistics that you’ll welcome and enjoy. Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called “sexy.” ...

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The Art of Statistics: How to Learn from Data

A statistical national treasure' Jeremy Vine, BBC Radio 2'Required reading for all politicians, journalists, medics and anyone who tries to influence people (or is influenced) by statistics. A tour de force' Popular ScienceDo busier hospitals have higher survival rates? How many trees are there on the planet? ...

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Additional Data Reading

These books are not required for you to learn Data, but they are highly recommended for you to deepen your knowledge.

Weapons of Math Destruction

Weapons of Math Destruction is a 2016 American book about the societal impact of algorithms, written by Cathy O'Neil. It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality.

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Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

Written by renowned 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. ...

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SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL

Not sure how to prepare for the data-driven future?
This book shows you EXACTLY what you need to know to successfully use the SQL programming language to enhance your career!
Are you a developer who wants to expand your mastery to database management?
Then you NEED this book. Buy now and start reading today!
The ubiquity of big data means that now more than ever there is a burning …

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Python for Everybody: Exploring Data Using Python 3

Python for Everybody is designed to introduce students to programming and software development through the lens of exploring data. You can think of the Python programming language as your tool to solve data problems that are beyond the capability of a spreadsheet.Python is an easy to use and easy to learn programming language that is freely available on Macintosh, Windows, or Linux computers. …

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Database Internals: A Deep Dive Into How Distributed Data Systems Work

When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.
Throughout the …

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The Signal and the Noise

The Signal and the Noise: Why So Many Predictions Fail – but Some Don't is a 2012 book by Nate Silver detailing the art of using probability and statistics as applied to real-world circumstances.

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This list is curated by MentorCruise and can include Amazon affiliate links. Have any other suggestions? Add here.

Augment your Data books

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Unlock your potential with a seasoned and multi-faceted leader! Hey, I'm Federico! With 10+ years of experience in biz ops, program management, and strategic leadership, I’ve built and led teams across Finance, Operations, CX, and Strategy at Amazon and AWS. Now, as COO at The Collecting Group, I oversee scalable …

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I am a pragmatic software engineer with 20+ years of experience, passionate about simplicity, operational and engineering excellence, DevOps, distributed systems and computer science. I am also a teacher and mentor at heart, which allows me to connect with software engineers, managers and tech product leaders of all levels of …

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I designed and built most of HubSpot's observability platform, and have handled realtime (sub-15s latency) streams of millions of datapoints per minute, and terabytes per day. I've improved Amazon's open source balancing algorithm for Kinesis to support downtime-free rebalancing over thousands of concurrent shards. I wrote the first endorsed Java …

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Hi, I’m Reen — COO & Head of Global Innovation at Renzaire Group, where I lead global strategy, product innovation, and partnerships in Boston and London. As a Google Women Techmakers Ambassador, I’ve organized and spoken at events with attendees and speakers from Eventbrite, Optum Health, ServiceNow, Netflix, Disney, Google, …

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