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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 118 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.

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Hello there! I am a Senior Data Scientist at Learning Collider, previously 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 teams. I believe strongly in interdisciplinary collaboration …

$160 / month
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I am a Senior Business Intelligence Engineer with 7 years of working experience at big tech and consulting companies. I formerly worked at EY, Accenture and Amazon. I've done extensive work in all aspects of Business Intelligence including: - Data Warehouses & Data Marts - Database Administration - ETL - …

$150 / month
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12 years ago, like many of us, I started learning about Machine Learning models and reading any books or blogs that I can get my hands on. After dropping out of the PhD program at UC Berkeley, I was so fortunate to be able to apply my skills and passion …

$70 / month
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Gourav is a seasoned Data Science Manager with over 10+ years of experience, distinguished for his expertise in LLM (Large Language Model), prompt engineering, NLP, and classical ML solutions. He has consistently demonstrated a knack for unraveling complex, open-ended challenges and seamlessly integrating solutions into both new and existing workflows. …

$480 / month
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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: …

$240 / month
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Data scientist experienced (5+ years) in the prototyping and development of data processing and machine/deep learning algorithms with a focus on remote sensing data. Passionate about use of remote sensing data to gain a better understanding of the environment and to improve the management of natural resources and human activities. …

$220 / month
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As a mentor in Data Science, Data Analytics, Machine Learning, and AI, I'm committed to helping my mentees achieve their goals in Data field. With one-time sessions and various mentorship options available, I'm here to guide you every step of the way. I believe any goal is reachable if one …

$320 / month
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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 …

$230 / 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 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.

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.

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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."