Categories \ Data Science

Data Science courses, books, and problem sets

Learn Data Science, earn certificates with paid and free online courses from Harvard, Stanford, MIT, University of Pennsylvania and other top universities around the world.
Categories \ Data Science

Data Science courses, books, and problem sets

Learn Data Science, earn certificates with paid and free online courses from Harvard, Stanford, MIT, University of Pennsylvania and other top universities around the world.

Foundations: Data, Data, Everywhere

In this course, you’ll be introduced to the world of data analytics through hands-on curriculum developed by Google. The material shared covers plenty of key data analytics topics, and it’s...

πŸ› Online Course πŸ’° Free to Audit πŸ“ Data Analysis

Foundations: Data, Data, Everywhere

In this course, you’ll be introduced to the world of data analytics through hands-on curriculum developed by Google. The material shared covers plenty of key data analytics topics, and it’s...

Data Science: R Basics

The first in our Professional Certificate Program in Data Science, this course will introduce you to the basics of R programming. You can better retain R when you learn it to solve a specific...

πŸ› Online Course πŸ’° Free to Audit πŸ“ Data Analysis

Data Science: R Basics

The first in our Professional Certificate Program in Data Science, this course will introduce you to the basics of R programming. You can better retain R when you learn it to solve a specific...

What is Data Science?

Do you want to know why data science has been labeled the sexiest profession of the 21st century? After taking this course, you will be able to answer this question, understand what data science is...

πŸ› Online Course πŸ’° Free to Audit

What is Data Science?

Do you want to know why data science has been labeled the sexiest profession of the 21st century? After taking this course, you will be able to answer this question, understand what data science is...

Introduction to Data Science in Python

This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files,...

πŸ› Online Course πŸ’° Free to Audit

Introduction to Data Science in Python

This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files,...

The Data Scientist’s Toolbox

In this course you will get an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and data...

πŸ› Online Course πŸ’° Free to Audit

The Data Scientist’s Toolbox

In this course you will get an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and data...

Python Basics for Data Science

Kickstart your learning of Python for data science, as well as programming in general with this introduction to Python course. This beginner-friendly Python course will quickly take you from zero to...

πŸ› Online Course πŸ’° Free to Audit

Python Basics for Data Science

Kickstart your learning of Python for data science, as well as programming in general with this introduction to Python course. This beginner-friendly Python course will quickly take you from zero to...

Statistics and R

This course teaches the R programming language in the context of statistical data and statistical analysis in the life sciences. We will learn the basics of statistical inference in order to...

πŸ› Online Course πŸ’° Free to Audit πŸ“ Statistics & Probability

Statistics and R

This course teaches the R programming language in the context of statistical data and statistical analysis in the life sciences. We will learn the basics of statistical inference in order to...

Data Science Math Skills

Data science courses contain mathβ€”no avoiding that! This course is designed to teach learners the basic math you will need in order to be successful in almost any data science math course and was...

πŸ› Online Course πŸ’° Free to Audit

Data Science Math Skills

Data science courses contain mathβ€”no avoiding that! This course is designed to teach learners the basic math you will need in order to be successful in almost any data science math course and was...

Python for Data Science

In the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a large...

πŸ› Online Course πŸ’° Free to Audit

Python for Data Science

In the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a large...

Introduction to Big Data

This course is for those new to data science and interested in understanding why the Big Data Era has come to be. It is for those who want to become conversant with the terminology and the core...

πŸ› Online Course πŸ’° Free to Audit πŸ“ Big Data

Introduction to Big Data

This course is for those new to data science and interested in understanding why the Big Data Era has come to be. It is for those who want to become conversant with the terminology and the core...

Introduction to Data Analytics

This course provides a practical understanding and framework for basic analytics tasks, including data extraction, cleaning, manipulation, and analysis. It introduces the OSEMN cycle for managing...

πŸ› Online Course πŸ’° Free to Audit πŸ“ Data Analysis

Introduction to Data Analytics

This course provides a practical understanding and framework for basic analytics tasks, including data extraction, cleaning, manipulation, and analysis. It introduces the OSEMN cycle for managing...

Statistical Thinking for Data Science and Analytics

This statistics and data analysis course will pave the statistical foundation for our discussion on data science. You will learn how data scientists exercise statistical thinking in designing data...

πŸ› Online Course πŸ’° Free to Audit

Statistical Thinking for Data Science and Analytics

This statistics and data analysis course will pave the statistical foundation for our discussion on data science. You will learn how data scientists exercise statistical thinking in designing data...

Data Visualization with Python

Visualizing data is used by virtually every discipline these days. It is used for analyzing web traffic to determine peak server load, growth and death rate of populations for biological analysis,...

πŸ› Online Course πŸ’° Free to Audit πŸ“ Data Visualization

Data Visualization with Python

Visualizing data is used by virtually every discipline these days. It is used for analyzing web traffic to determine peak server load, growth and death rate of populations for biological analysis,...

Fundamentals of Visualization with Tableau

In this first course of this specialization, you will discover what data visualization is, and how we can use it to better see and understand data. Using Tableau, we’ll examine the fundamental...

πŸ› Online Course πŸ’° Free to Audit πŸ“ Data Visualization

Fundamentals of Visualization with Tableau

In this first course of this specialization, you will discover what data visualization is, and how we can use it to better see and understand data. Using Tableau, we’ll examine the fundamental...

Data Visualization

In the Data Visualization Certification, you'll build charts, graphs, and maps to present different types of data with the D3.js library. You'll also learn about JSON (JavaScript Object...

πŸ› Online Course πŸ’° Free πŸ“ Data Visualization

Data Visualization

In the Data Visualization Certification, you'll build charts, graphs, and maps to present different types of data with the D3.js library. You'll also learn about JSON (JavaScript Object...

Data Analysis with Python

In the Data Analysis with Python Certification, you'll learn the fundamentals of data analysis with Python. By the end of this certification, you'll know how to read data from sources like...

πŸ› Online Course πŸ’° Free πŸ“ Data Analysis

Data Analysis with Python

In the Data Analysis with Python Certification, you'll learn the fundamentals of data analysis with Python. By the end of this certification, you'll know how to read data from sources like...

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple,...

πŸ› Book πŸ’° Exclusively Paid πŸ“ Scikit-Learn

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple,...

The Art of Machine Learning: A Hands-On Guide to Machine Learning with R

Machine learning without advanced math! This book presents a serious, practical look at machine learning, preparing you for valuable insights on your own data. The Art of Machine Learning is packed...

πŸ› Book πŸ’° Exclusively Paid πŸ“ Machine Learning Data Science

The Art of Machine Learning: A Hands-On Guide to Machine Learning with R

Machine learning without advanced math! This book presents a serious, practical look at machine learning, preparing you for valuable insights on your own data. The Art of Machine Learning is packed...

Hands-On Data Visualization

Tell your story and show it with data, using free and easy-to-learn tools on the web. This introductory book teaches you how to design interactive charts and customized maps for your website,...

πŸ› Book πŸ’° Exclusively Paid πŸ“ Data Visualization

Hands-On Data Visualization

Tell your story and show it with data, using free and easy-to-learn tools on the web. This introductory book teaches you how to design interactive charts and customized maps for your website,...

Fundamentals of Data Visualization

Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization...

πŸ› Book πŸ’° Exclusively Paid πŸ“ Data Visualization

Fundamentals of Data Visualization

Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization...

Interactive Data Visualization for the Web, 2nd Edition

Create and publish your own interactive data visualization projects on the web, even if you have little or no experience with data visualization or web development. Its inspiring and fun with this...

πŸ› Book πŸ’° Exclusively Paid πŸ“ Data Visualization

Interactive Data Visualization for the Web, 2nd Edition

Create and publish your own interactive data visualization projects on the web, even if you have little or no experience with data visualization or web development. Its inspiring and fun with this...

Python for Data Analysis, 2nd Edition

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case...

πŸ› Book πŸ’° Exclusively Paid πŸ“ Data Analysis

Python for Data Analysis, 2nd Edition

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case...

Select Star SQL

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SQL Zoo

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HackerRank SQL - Basic

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SQL 50

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LeetCode Curated SQL 70

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