Programming for Data Science with Python

Learn programming skills needed to uncover patterns and insights in large data sets, running queries with relational databases and working with Unix shell and Git.

• Welcome to the Program
• Welcome to the program! In this part, you will get an orientation into using our classroom and services. You’ll also get advice for making the best use of your time while enrolled in this program.
• Introduction to SQL
• Learn SQL language fundamentals such as building basic queries and advanced functions like Window Functions, Subqueries and Common Table Expressions.
• Command Line Essentials
• The Unix shell is a powerful tool for developers of all sorts. In this lesson, you'll get a quick introduction to the very basics of using it on your own computer.
• Introduction to Python
• Learn Python programming fundamentals such as data types and structures, variables, loops, and functions.
• Introduction to Version Control
• Learn how to use version control to save and share your projects with others.
• Congratulations and Next Steps
• Congratulations on completing all projects for this Nanodegree!
• Career Services
• These Career Services will ensure you make meaningful connections with industry professionals to accelerate your career growth - whether looking for a job or opportunities to collaborate with your peers. Unlike your Nanodegree projects, you do not need to meet specifications on these Services to progress in your program. Submit these Career Services once, and get honest, personalized feedback and next steps from Udacity Career Coaches!
• SQL Project Additional Resources
• Data Visualization with Tableau
• Learn to apply sound design and data visualization principles to the data analysis process. Learn how to use analysis and visualizations in Tableau to tell a story with data.
• Introduction to HTML and CSS
• Introduction to HTML and CSS syntax with problem sets.