Skill tracks

Skill tracks guide you to proficiency in a specific technology, methodology or domain. Become an expert in R/Python programming, Machine Learning, Statistical Modeling and more.

Select your technology:

Info icon Which technology should I choose?
Track badge

R Programming

18 hours 4 courses

Learn about fundamental data types, logic, and how to create your own functions using the R language.

Learn More

Track badge

Importing & Cleaning Data

with R

14 hours 4 courses

Learn how to parse data in any format. Whether it's flat files, statistical software, databases, or web data, you'll learn to handle it all.

Learn More

Track badge

Data Manipulation

with R

16 hours 4 courses

Master advanced concepts in data manipulation using powerful tools like dplyr and data.table to make your data science projects faster and more readable.

Learn More

Track badge

Python Programming

15 hours 4 courses

Discover important data structures like dictionaries and DataFrames, visualize real word data with matplotlib, and learn the art of writing your own Python functions.

Learn More

Track badge

Importing & Cleaning Data

with Python

13 hours 4 courses

Learn to import data from various sources, such as Excel, SQL, SAS, and right from the web. From there, learn to efficiently prepare and clean your data so it is ready to by analyzed.

Learn More

Track badge

Data Manipulation

with Python

16 hours 4 courses

Harness the power of tools such as pandas and SQLAlchemy so you can extract, filter, and transform your data quickly and efficiently.

Learn More

Track badge

Statistics

with R

16 hours 4 courses

Learn key statistical concepts and techniques like exploratory data analysis, correlation, regression, and inference.

Learn More

Track badge

Data Visualization

with R

20 hours 5 courses

Communicate the most important features of your data by creating beautiful visualizations using ggplot2 and base R graphics.

Learn More

Track badge

Time Series

with R

16 hours 6 courses

Time series are all around us, from server logs to high-frequency financial data. Learn the core techniques necessary to extract meaningful insights from time series data.

Learn More

Track badge

Applied Finance

with R

18 hours 4 courses

Apply your R skills to financial data, including bond valuation, financial trading, and portfolio analysis.

Learn More

Track badge

Python Programming

15 hours 4 courses

Discover important data structures like dictionaries and DataFrames, visualize real word data with matplotlib, and learn the art of writing your own Python functions.

Learn More

Track badge

Importing & Cleaning Data

with Python

13 hours 4 courses

Learn to import data from various sources, such as Excel, SQL, SAS, and right from the web. From there, learn to efficiently prepare and clean your data so it is ready to by analyzed.

Learn More

Track badge

Data Manipulation

with Python

16 hours 4 courses

Harness the power of tools such as pandas and SQLAlchemy so you can extract, filter, and transform your data quickly and efficiently.

Learn More

Track badge

R Programming

18 hours 4 courses

Learn about fundamental data types, logic, and how to create your own functions using the R language.

Learn More

Track badge

Importing & Cleaning Data

with R

14 hours 4 courses

Learn how to parse data in any format. Whether it's flat files, statistical software, databases, or web data, you'll learn to handle it all.

Learn More

Track badge

Data Manipulation

with R

16 hours 4 courses

Master advanced concepts in data manipulation using powerful tools like dplyr and data.table to make your data science projects faster and more readable.

Learn More

Track badge

Statistics

with R

16 hours 4 courses

Learn key statistical concepts and techniques like exploratory data analysis, correlation, regression, and inference.

Learn More

Track badge

Data Visualization

with R

20 hours 5 courses

Communicate the most important features of your data by creating beautiful visualizations using ggplot2 and base R graphics.

Learn More

Track badge

Time Series

with R

16 hours 6 courses

Time series are all around us, from server logs to high-frequency financial data. Learn the core techniques necessary to extract meaningful insights from time series data.

Learn More

Track badge

Applied Finance

with R

18 hours 4 courses

Apply your R skills to financial data, including bond valuation, financial trading, and portfolio analysis.

Learn More

  • Learn real world skills

    In every DataCamp exercise, you are writing and running real R, Python, or SQL code. You won’t just learn the theory, you’ll get hands-on experience exploring real data sets in courses covering the entire data science workflow.

    Learn skills

  • A curriculum by world-class Instructors

    DataCamp courses are taught by the best instructors in the world. Our instructors come from academia and industry, are package creators and project maintainers, and have developed some of the most widely used data science tools in the world. With DataCamp, you’ll be learning from the experts.

  • Get fluent with case studies and practice mode

    Everyone knows practice is key. With case studies built into every course, you’ll get to apply your new skills right away. Plus, in practice mode, you’ll be able to keep your skills razor sharp with fun daily challenges.

    Practice mode
On DataCamp, you learn from the experts. As you are taking courses, you are really learning from the best instructors in the world.
Ofentswe is a data scientist in South Africa interested in advanced machine learning techniques.
Ofentswe Helge Image19 Gabriel Lise

Read More Stories

Frequently Asked Questions

What's the difference between a career track and a skill track?

Our career tracks cover everything you need to kickstart your career, from our intro courses to our most advanced offerings. Our skill tracks are shorter and let you specialize in a specific area, like data visualization or statistics.

Once I've started, can I change tracks?

Of course! If you decide to rejoin a track, any new course progress will be applied automatically.

Will I earn a certificate for completing a track?

Yes. In addition to earning certificates for each course you complete, you will earn a special certificate upon completing a track.

Get your questions answered:

© 2017 DataCamp Inc.