Data Science & Data Analytics learning resources 

Below I share a list of resources I find valuable to get necessary skills for Data Analysts and Data Scientists. I got many questions from people about it and I hope these resources will be useful for those who want to get started in data science or data analytics.

Last update: 2022-03-25.

Data Analytics

  • Data Analyst Nanodegree by Udacity: covers the data analysis process of wrangling, exploring, analyzing, and communicating data, separate part on practical statistics and experimentation. Lots of practical cases with python.
    • It costs money, but there are discount periods.
  • Intro to Data Analysis by Udacity: intro to data analysis with numpy and pandas, free.

Business Analytics


Machine Learning






Advanced Data Science topics