Career-building learning paths

From exploratory data analysis with dplyr to data visualization with ggplot2—gain the career-building R skills you need to succeed as a data analyst!

Learn how to use R for data science, from data manipulation to machine learning. Gain the career-building skills you need to succeed in data science!

Develop your data analytics skills in Python. Gain the data analyst skills to manipulate, analyze, and visualize data. No coding experience required!

Learn data science with Python, from data manipulation to machine learning. This track provides the skills needed to succeed as a data scientist!

From data manipulation to unit testing, gain the career-building skills you need to succeed as a Python programmer. No prior coding experience needed.

From data wrangling to developing packages, gain the career-building skills you need to succeed as an R programmer. No prior coding experience needed.

Ensure portfolios are risk balanced, help find new trading opportunities, and evaluate asset prices using mathematical models.

A statistician collects and analyzes data and helps companies make sense of quantitative data, including spotting trends and making predictions.

A machine learning scientist researches new approaches and builds machine learning models.

Discover machine learning with Python and work towards becoming a machine learning scientist. Explore supervised, unsupervised, and deep learning.

Gain the in-demand data engineering skills businesses are looking for and learn how to efficiently ingest, clean, and manage data.

Gain the SQL Server skills you need to write, troubleshoot, and optimize your queries using SQL Server.

Co-created with Microsoft—gain the Power BI skills you need to prepare, model, and visualize data for the PL-300 Data Analyst certification.

Gain the SQL skills you need to query a database, analyze the results, and become a SQL proficient Data Analyst. No prior coding experience required!

Master Tableau for data analysis and develop your skills in one of the world’s most popular BI tools. No prior experience is required.

Learn data science with Python, from data manipulation to machine learning, and gain the skills needed for the Professional certification!

Learn data science with R, from data manipulation to machine learning, and gain the skills needed for the Professional certification!