Top Analytics 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 Analytics books – and here are the answers.

Table of Contents

Fundamentals of Analytics

Understanding the concepts of 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.

MONEY TOKS How to Start a Profitable TikTok Shop Business: Dominate Social Commerce, Drive Sales with Engaging Content, and Build a Thriving Brand on ... Platform (MONEY MAKING SERIES)

Discover the secrets to dominating social commerce, driving sales with engaging content, and building a brand that thrives on the world’s fastest-growing platform. In “How to Start a Profitable TikTok Shop Business,” you’ll unlock the strategies and insights needed to turn your passion into a profitable venture.

Recommended by the experts and mentors at MentorCruise

Learning Google AdWords and Google Analytics

Learning Google AdWords and Google Analytics is going to launch and advance thousands of successful careers in digital advertising and digital analytics around the world. Learn from an expert who designs and presents hundreds of courses, including courses for Google. Internationally recognized educator, digital course designer, consultant and conference speaker, Benjamin Mangold, shares his pa…

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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, big data is a revolution occurring around us, in the process of forever changing economics, science, …

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Naked Statistics: Stripping the Dread from the Data

Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called "sexy." From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know whi…

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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 illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for…

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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 scientists, but also how participate intelligently in your company’s data science projects. You’ll also disc…

Recommended by the experts and mentors at MentorCruise

Additional Analytics Reading

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

The Business Case for AI: A Leader's Guide to AI Strategies, Best Practices & Real-World Applications

AI is much more than a sexy marketing gimmick. At its core, it’s a powerful business tool that can make operations and decision-making more efficient, employees more productive, and customers delighted.
Unfortunately, leaders who want to take advantage of artificial intelligence often don’t know where to start. The process can feel overwhelming—from analyzing existing processes and software…

Recommended by the experts and mentors at MentorCruise

High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark

Apache Spark is amazing when everything clicks. But if you haven’t seen the performance improvements you expected, or still don’t feel confident enough to use Spark in production, this practical book is for you. Authors Holden Karau and Rachel Warren demonstrate performance optimizations to help your Spark queries run faster and handle larger data sizes, while using fewer resources.
Ideal f…

Recommended by the experts and mentors at MentorCruise

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

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I'm an entrepreneurial AI-first Product & UX Leader and a global mentor for the VC firm and accelerator, 500 Global. I run workshops and mentor startups across USA, Saudi Arabia, Egypt, Mexico and Japan. I have 15+ years of experience driving products from concept to successful launch. I combine technical …

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I completed a full spectrum accounting education from my bachelor's, master's, CPA to working at a big accounting firm. This was all in a half-hearted attempt to rebel against my parent's wanting me to be a doctor/lawyer. In the end, I lost years of doing the work I actually love: …

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Hello there! 你好!はじめまして! I am a Tech Consultant and Senior Data Scientist, and previously a Tech Lead at the University of Chicago Urban Labs. I am passionate about leveraging technology to solve human problems, and have many years of experience in managing hiring processes for data professionals. I believe strongly …

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Supercharge your transition into data engineering with Gaurav, a passionate Senior Data Engineer at Amazon. With 10 years of experience, Gaurav excels in designing data platforms, implementing architectures like Data lake, Lakehouse, and Data mesh. Expertise in building cloud-based platforms, data pipelines, and ensuring governance and security. Benefit from Gaurav's …

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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 have been a mentor for more than 2 years on MentorCruise and other online platforms. I find myself loving to help people with their first steps in the "ML journey". I have experience working with many state of the art algorithms in NLP. Using Transformer-based models such as BERT, …

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