Free Data Science Courses from Harvard University
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”, “Deletion”, 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 per week)
Cost: Free ($ 249 Certificate)
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 per week)
Cost: Free ($ 49 Certificate)
Level: Introductory
Learn the details of how to get a sought-after profession from scratch or Level Up in skills and salary by completing paid SkillFactory Online Courses:
- Data Scientist Profession Course (24 months)
- Profession Data Analyst Course (18 months)
- Python for Web Development Course (9 months)
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 per week)
Cost: Free ($ 49 Certificate)
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 per week)
Cost: Free ($ 149 Certificate)
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 per week)
Cost: Free ($ 49 Certificate)
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 per week)
Cost: Free ($ 149 Certificate)
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 per week)
Cost: Free ($ 49 Certificate)
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 per week)
Cost: Free ($ 99 Certificate)
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 per week)
Cost: Free ($ 49 Certificate)
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 per week)
Cost: Free ($ 49 Certificate)
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 per week)
Cost: Free ($ 49 Certificate)
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 per week)
Cost: Free ($ 49 Certificate)
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 per week)
Cost: Free ($ 99 Certificate)
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 ($ 99 Certificate)
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 per week)
Cost: Free ($ 249 Certificate)
Level: Advanced
Statistical Thinking for Data Science and Analytics
from Columbia university
Find out 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 ($ 99 Certificate)
Level: Introductory
Big data and education
from Columbia university
Learn methods and strategies for using large-scale educational data to improve education and learning opportunities.
Popularity: 13 434 registrations
Duration: 8 weeks (6-12 hours per week)
Cost: Free ($ 169 Certificate)
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
Learn the details of how to get a sought-after profession from scratch or Level Up in skills and salary by completing paid SkillFactory Online Courses:
- Data Scientist Profession Course (24 months)
- Profession Data Analyst Course (18 months)
- Python for Web Development Course (9 months)
Read more
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