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Free Data Science Courses from Harvard University

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Information technology allows you to get incredibly cool educational resources in one click. Is free.

I’m now solving the problem of how to choose the one that is worth trying first of all from the huge mass of vital content, how to “mark up the data” so that the neural network from the younger generation learns more effectively. ( ontol.org , “Burnout” , “Udalenka” , telegram channel ).

I offer you a selection of free online courses in Data Science from one of the best universities in the world:

Statistics and R


An introduction to the basic concepts of statistics and R programming skills needed to analyze data in life sciences.

Popularity: 284,784 registrations
Duration: 4 weeks (2-4 hours a week)
Cost: Free (certificate for $ 249)
Level: Intermediate


Data Science: R Basics


Learn the basics of R and learn how to process, analyze and visualize data.

Popularity: 449,708 registrations
Duration: 8 weeks (1-2 hours a week)
Cost: Free (certificate for $ 49)
Level: Introductory


imageLearn the details of how to get a sought-after profession from scratch or Level Up in skills and salary by taking paid SkillFactory online courses:





Data Science: Visualization


Learn the basic principles of data visualization and how to apply them with ggplot2.

Popularity: 146,750 registrations
Duration: 8 weeks (1-2 hours a week)
Cost: Free (certificate for $ 49)
Level: Introductory

High-dimensional data analysis


We focus on several methods that are widely used in the analysis of multidimensional data.

Popularity: 71,676 registrations
Duration: 4 weeks (2-4 hours a week)
Cost: Free (certificate for $ 149)
Level: Advanced

Data Science: Machine Learning


Create a movie recommendation system and learn the science behind one of the most popular and successful data processing methods.

Popularity: 230,415 registrations
Duration: 8 weeks (2-4 hours a week)
Cost: Free (certificate for $ 49)
Level: Introductory

Case study: DNA methylation data analysis


Perform RNA-Seq, ChIP-Seq, and DNA methylation analyzes using open source software including R and Bioconductor.

Popularity: 23 608 registrations
Duration: 5 weeks (2-4 hours a week)
Cost: Free (certificate for $ 149)
Level: Advanced

Data Science: Linear Regression


Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.

Popularity: 65,122 registrations
Duration: 8 weeks (1-2 hours a week)
Cost: Free (certificate for $ 49)
Level: Introductory

Causal Diagrams: Draw Your Assumptions Before Your Conclusions



Learn simple graphic rules that allow you to use intuitive images to improve research design and data analysis for causation.

Popularity: 37,028 registrations
Duration: 9 weeks (2-3 hours a week)
Cost: Free (certificate for $ 99)
Level: Introductory



Data Science: Wrangling


Learn how to process and convert raw (RAW) data into the formats needed for analysis.

Popularity: 55,809 registrations
Duration: 8 weeks (1-2 hours a week)
Cost: Free (certificate for $ 49)
Level: Introductory

Data Science: Productivity Tools


Manage your projects, organize them and create reproducible reports using GitHub, git, Unix / Linux and RStudio.

Popularity: 56 971 registrations
Duration: 8 weeks (1-2 hours a week)
Cost: Free (certificate for $ 49)
Level: Introductory

Data Science: Probability


Explore probability theory - which is important for a data researcher - using the 2007-2008 financial crisis as an example.

Popularity: 116 552 registrations
Duration: 8 weeks (1-2 hours a week)
Cost: Free (certificate for $ 49)
Level: Introductory

Data Science: Inference and Modeling


Examine findings and modeling, two of the most widely used statistical tools in data analysis.

Popularity: 75 384 registrations
Duration: 8 weeks (1-2 hours a week)
Cost: Free (certificate for $ 49)
Level: Introductory

Data Science: Capstone


Show what you learned from a professional certificate program in data science.

Popularity: 51 912 registrations
Duration: 2 weeks (15-20 hours a week)
Cost: Free (certificate for $ 99)
Level: Introductory

Principles, Statistical and Computational Tools for Reproducible Data Science



Learn the skills and tools that support doing data science and reproducible research so you can trust your own research results, reproduce them yourself and pass them on to others.

Popularity: 59,076 registrations
Duration: 8 weeks (3-8 hours per week)
Cost: Free (certificate for $ 99)
Level: Intermediate



More Ivy League Data Science courses


Data, Models and Decisions in Business Analytics

from Columbia University

Learn basic tools and techniques for using data to make business decisions in the face of uncertainty.

Popularity: 33,795 registrations
Duration: 12 weeks (8-10 hours a week)
Cost: Free (certificate for $ 249)
Level: Advanced

Statistical Thinking for Data Science and Analytics

from Columbia University

Learn how statistics play a central role in the approach to data science.

Popularity: 192,260 registrations
Duration: 5 weeks (7-10 hours per week)
Cost: Free (certificate for $ 99)
Level: Introductory



Big data and education

from Columbia University

Learn methods and strategies for using large-scale educational data to improve education and learning.

Popularity: 13,434 registrations
Duration: 8 weeks (6-12 hours per week)
Cost: Free (certificate for $ 169)
Level: Advanced



People analytics

from University of Pennsylvania

Human Analytics is a data-driven approach to managing people at work.

Popularity: 84 478 registrations
Duration: 9 hours
Cost: Free


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Learn the details of how to get a sought-after profession from scratch or Level Up in skills and salary by taking paid SkillFactory online courses:




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