Top Data Analytics books curated by experts

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  • Curated by industry experts
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Top Data Analytics books recommended by experts
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Fundamentals of Data Analytics

Understanding the concepts of Data Analytics 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.

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

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

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 scientis…

Recommended by the experts and mentors at MentorCruise.

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

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

It seems like “big data” is in the news every day, as we read the latest examples of how powerful algorithms are teasing out the hidden connections between seemingly unrelated things. Whether it is used by the NSA to fight terrorism or by online retailers to predict customers’ buying patterns, b…

Recommended by the experts and mentors at MentorCruise.

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and Jupyter

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and Jupyter

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn t…

Recommended by the experts and mentors at MentorCruise.

Python for Data Analysis

Python for Data Analysis

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn t…

Recommended by the experts and mentors at MentorCruise.

Getting Started with DuckDB: A practical guide for accelerating your data science, data analytics, and data engineering workflows

Getting Started with DuckDB: A practical guide for accelerating your data science, data analytics, and data engineering workflows

DuckDB is a fast in-process analytical database. Getting Started with DuckDB offers a practical overview of its usage. You'll learn to load, transform, and query various data formats, including CSV, JSON, and Parquet. The book covers DuckDB's optimizations, SQL enhancements, and extensions for s…

Recommended by the experts and mentors at MentorCruise.

Data Analytics, Data Visualization & Communicating Data: 3 books in 1: Learn the Processes of Data Analytics and Data Science, Create Engaging Data Visualizations, and Present Data Effectively

Data Analytics, Data Visualization & Communicating Data: 3 books in 1: Learn the Processes of Data Analytics and Data Science, Create Engaging Data Visualizations, and Present Data Effectively

Harvard Business Review called data science “the sexiest job of the 21st century,” so it's no surprise that data science jobs have grown up to 20x in the last 3 years. With demand outpacing supply, companies are willing to pay top dollar for talented data professionals. However…To stand out in o…

Recommended by the experts and mentors at MentorCruise.

Additional Data Analytics Reading

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

Doing data science

Doing data science

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that's so clouded in hype? This insightful book, based on Columbia Unive…

Recommended by the experts and mentors at MentorCruise.

Data Engineering Cookbook

Data Engineering Cookbook

Five types of content are in this book: Articles the author wrote, links to his podcast episodes (video & audio), more than 200 links to helpful websites he like, data engineering interview questions and case studies.

Recommended by the experts and mentors at MentorCruise.

Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning

Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning

Turn yourself into a Data Head. You'll become a more valuable employee and make your organization more successful.
Thomas H. Davenport, Research Fellow, Author of Competing on Analytics, Big Data @ Work, and The AI Advantage
You've heard the hype around data?now get the facts.
In Becomi…

Recommended by the experts and mentors at MentorCruise.

The Hundred-page Machine Learning Book

The Hundred-page Machine Learning Book

Peter Norvig, Research Director at Google, co-author of AIMA, the most popular AI textbook in the world: "Burkov has undertaken a very useful but impossibly hard task in reducing all of machine learning to 100 pages. He succeeds well in choosing the topics — both theory and practice — that will …

Recommended by the experts and mentors at MentorCruise.

Data Analytics, Data Visualization & Communicating Data: 3 books in 1: Learn the Processes of Data Analytics and Data Science, Create Engaging Data ... Present Data Effectively (All Things Data)

Data Analytics, Data Visualization & Communicating Data: 3 books in 1: Learn the Processes of Data Analytics and Data Science, Create Engaging Data ... Present Data Effectively (All Things Data)

Harvard Business Review called data science “the sexiest job of the 21st century,” so it's no surprise that the number of data science jobs has grown 20x in the last three years. With demand outpacing supply, companies are willing to pay top dollar for talented data professionals. However…
To…

Recommended by the experts and mentors at MentorCruise.

Storytelling with Data: A Data Visualization Guide for Business Professionals

Storytelling with Data: A Data Visualization Guide for Business Professionals

Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illumina…

Recommended by the experts and mentors at MentorCruise.

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