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How to learn Data Analytics

Got a big interview coming up? A long-held dream to learn about Data Analytics? Our mentors can help you prepare and learn more about Data Analytics and get you towards your goal quicker

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Read the best books to build Data Analytics understanding.

A well-written and thorough book can be an amazing path to build deeper understanding of Data Analytics and also act as a handbook as you discover the internet's vast resources.

These are our and our experts top picks to get started building career-relevant skills.

R for Data Science

R for Data Science

This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science.

Just as a chemist learns how to clean test tubes and stock a lab, you’ll learn how to clean data and draw plots—and many other things besides.

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.

Work with one of our 94 Data Analytics mentors available

Self-teaching is a great tool, but working with an experienced mentor can accelerate your learnings by 10x.

Our mentors are hand-picked Data Analytics experts who will help you learn Data Analytics and guide you towards your goals.


Hi, my name is Tristan. I am a data evangelist! I am the former Global Head of Data and Analytics for Pizza Hut's Digital Business outside of the US. Prior to that, I've worked in data roles within investment banking as well as start ups. I am extremely passionate about …

$240 / month
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I’m Jimmy, a 5/5 star rated business mentor. I have over 14 years experience in business, sales, marketing and entrepreneurship and I have worked with thousands of people world-wide. I am also a Techstars mentor and have close relationships with several other incubators and accelerators. 🎥 Click the video intro …

$100 / month
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Sunny Zhu refers to herself as the bridge between people and data and as a “statistics geek”. She has been engaged in a broad range of analytical works across diversified industries to empower companies to turn data insights into solid business decisions. Working for a decade in data analytics, she …

$150 / month
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Mentored 8 mentees to raises or jobs in the past year Elliot is a freelance Data Scientist with 7+ years of experience, including working with an Olympic team and creating an NBA salary model for Hazan Sports Management, an NBA sports agency. He co-founded a soccer computer vision company that …

$170 / month
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I'm a quantitatively oriented data science leader with around a decade of industry experience applying machine learning techniques, designing and implementing large-scale data systems that allow organizations to make data-driven decisions and gain actionable insights and business knowledge to solving real-world problems across multiple domains. In my role as a …

$100 / month
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Supercharge your transition into data engineering with Gaurav, a passionate Senior Data Engineer at Amazon. With 9 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 …

$180 / month
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With a 15-year track record in data science across industry and academia, my expertise spans Python, R, SQL, and MATLAB, tailored for tasks like automation, data modeling, and extraction in environments including AWS. My academic credentials include a PhD in Complex Systems and Brain Sciences and a Master's in Psychology, …

$140 / month
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**Why can I help you? ** I had been a software engineer at Microsoft for 6+ years, a research intern at NASA, and completed my PhD in Computer Science at Virginia Tech in 2023. I am currently a clinical assistant professor at Questrom School of Business at Boston University, where …

$170 / month
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Courses to deepen your Data Analytics skills.

These days, courses are no longer a sequence of videos. They are usually accompanied by projects and a learning community, keeping you accountable and on the path.

Our experts recommend these courses, from free selections to paid programs.

Introduction to Data Analytics

Introduction to Data Analytics

Ready to start a career in Data Analysis but don’t know where to begin? This course presents you with a gentle introduction to Data Analysis, the role of a Data Analyst, and the tools used in this job. You will learn about the skills and responsibilities of a data analyst and hear from several data experts sharing their tips & advice to start a career. This course will help you to differentiate between the roles of Data Analysts, Data Scientists, and Data Engineers.

Introduction to Data Engineering

Introduction to Data Engineering

Learn about the world of data engineering with an overview of all its relevant topics and tools!

Grow with Google: Data Analytics

Grow with Google: Data Analytics

The Data Analytics Certification, developed by Google, can help you navigate the tools and skills needed to become a data analyst. Complete online certificate courses, at your own pace and time.

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  • "Naz is an amazing person and a wonderful mentor. She is supportive and knowledgeable with extensive practical experience. Having been a manager at Netflix, she also knows a ton about working with teams at scale. Highly recommended."

  • "Brandon has been supporting me with a software engineering job hunt and has provided amazing value with his industry knowledge, tips unique to my situation and support as I prepared for my interviews and applications."

  • "Sandrina helped me improve as an engineer. Looking back, I took a huge step, beyond my expectations."