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.

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…

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Big Data at Work: Dispelling the Myths, Uncovering the Opportunities

This book will help you understand:

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Present Beyond Measure: Design, Visualize, and Deliver Data Stories That Inspire Action

Billions of dollars and thousands of hours are lost every year during ineffective business meetings worldwide. Data practitioners painstakingly present their valuable analytical insights, only to fall flat, inspiring more yawns than yeses.
In Present Beyond Measure: Design, Visualize, and Deliver Data Stories That Inspire Action, Lea Pica provides a 4-phase, step-by-step blueprint for plann…

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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.

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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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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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Additional Analytics Reading

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

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…

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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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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Permanent resident of Canada 🇨🇦 from Japan 🇯🇵, currently spending most of my time in Malawi 🇲🇼 in Africa at the intersection of tech and society. I am a freelance software developer, previously working at a Big Tech & Silicon Valley-based start-up company while wearing different hats such as an …

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I am a data scientist lead with ~10 years experience in tech industry (Airbnb 4.5 years, Facebook, Meta 3 years and Top VC (OpenAI, Sequoia etc.) backed startups 2 years+ and counting). I have been designing and conducting interviews (200+) and career mentorship programs at big & small tech companies.

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Ever wonder how some websites always seem to top Google searches? That's the art of SEO, and I've been mastering it for over a decade. My journey began with building my own e-commerce site from scratch. It was a crash course in what really works in the ever-shifting landscape of …


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As a mentor with a background in both research and industry, I have a wealth of experience of 10+ years to draw upon when guiding individuals through the field of machine learning. My focus is on helping experienced software engineers transition into ML/DS, as well as assisting machine learning engineers …

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Seasoned Strategy and Growth professional spearheading a $200 M+ category at Uber. I have 2.5+ years of mentorship experience and have helped my mentees crack jobs at top firms including EY Parthenon, Uber, Cadbury, Swiggy, as well as helped them reach top Business schools.

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