Free Online Resources for Data People
Explore a wide range of FREE data science, machine learning, data analytics, SQL, R, and Python resources, including courses, books, tutorials, and more.
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10 minutes to pandas
Short introduction to pandas, geared mainly for new users.
Amazon's free Machine Learning University courses
Self-service machine learning training from Amazon's own scientists
An Introduction to Machine Learning with R
This course material is aimed at people who are already familiar with the R language and syntax, and who would like to get a hands-on introduction to machine learning.
An Introduction to Statistical Learning (Python)
ISLP: Python-based intro to statistical learning with hands-on labs for data analysis, ideal for students and data scientists.
AWS DataSet
This registry exists to help people discover and share datasets that are available via AWS resources
Coding habits for data scientists
Sharing techniques for identifying bad habits that add to complexity in code as well as habits that can help us partition complexity.
Complete Python Pandas Data Science Tutorial
Reading CSV/Excel files, Sorting, Filtering, Groupby
Data Engineering Projects
A collection of data engineering projects
Data Science at the Command Line
Demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist.
Data Science Central
Online resource for data practitioners, offering rich content, community experience, and latest tech trends.