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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: Youโ€™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, youโ€™ll learn how to clean data and draw plotsโ€”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 91 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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Hi there! My name is Tim, I am an experienced (5+ years) machine learning engineer in the autonomous systems space, currently working on autonomous shipping at CaptainAI. In this capacity, I mostly develop and productionize ML models for perception (computer vision, radar), as well as building out the data platform. โ€ฆ

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Hi there! ๐Ÿ‘‹๐Ÿป I've been working in some sort of research role for over 10 years---from education, to politics, to the tech industry. I've worked in traditional evaluation, data analytics & visualization, and product & user research. I've also completed a PhD in Sociology from the CUNY Graduate Center and โ€ฆ

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Hi there! I have conducted numerous interviews and thus possess a deep understanding of the qualities and skills needed to succeed for the data analyst or data scientist. Last year, I helped 10+ mentees (5 are from non-tech background) to land their jobs in the data field. Whenever you need โ€ฆ

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I'm an electrical engineer with 8+ years of experience with data analytics (IBM). I have a master degree and Ph.D. degree in Engineering. I've been working as mentor for Udacity for the last 3 years and I'm an instructor at Data Science Dojo. I've been a consultant for Shell, Fastshop, โ€ฆ

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๐ˆ'๐ฏ๐ž ๐ฆ๐ž๐ง๐ญ๐จ๐ซ๐ž๐ ๐Ÿ๐ŸŽ๐ŸŽ+ ๐š๐ฆ๐›๐ข๐ญ๐ข๐จ๐ฎ๐ฌ ๐ฉ๐ž๐จ๐ฉ๐ฅ๐ž ๐ญ๐ก๐ซ๐จ๐ฎ๐ ๐ก๐จ๐ฎ๐ญ ๐ฆ๐ฒ ๐œ๐š๐ซ๐ž๐ž๐ซ; both as a start-up / scale-up leader, and through various mentoring platforms. One of the best parts of my job as a Product Leader & CTO is mentoring and coaching employees and colleagues! It is the single most impactful and important driver โ€ฆ

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Sunny Zhu refers to herself as the bridge between people and data and as a โ€œstatistics geekโ€. 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 โ€ฆ

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I am a seasoned digital marketing expert with a vast amount of experience to share with you. During my career I have been the Head of Paid Marketing in one of the biggest marketing agencies in the UK with more than 140 employees. I have helped people grow their skillsets โ€ฆ

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Coaching engineers to grow into management, senior management and influential positions. About me: I am an accomplished technology professional with a wide-ranging skill set and extensive expertise across various domains, including Software Development and Architecture, Design Patterns, Clean Code, Automation, Financial Technology, Payments, Data Engineering, ETL, Business Intelligence, Information Security, โ€ฆ

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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 donโ€™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."