Core Data Science

Mathematics for Data Science

• Data Science Math Skills
• Expressway to Data Science: Essential Math

Foundations of Data Science

• Elements of Data Science
• Data Science Foundations
• Vital Skills for Data Science
• Data Literacy

Data Mining and Machine Learning

• Data Mining Foundations and Practice
• Machine Learning: Theory and Hands-on Practice with Python
• Databases for Data Scientists
• Mining Massive Datasets

Statistical Modeling and Analysis

• Statistical Modeling for Data Science Applications
• Statistical Learning
• Statistics and Data Science

Python for Data Science

• Learning Python for Data Science
• Data Analysis with Python
• Using Python for Research
• Applied Data Science with Python

Specialized Data Science Topics

• Data Science For All
• Data Science H
• Data Science UC
• Practical Data Science
• Data Analysis for Life Sciences
• Principles, Statistical and Computational Tools for Reproducible Data Science
• Genomic Data Science