Data Science Tools & Tutorials

Here are a few tutorials, FOR FREE, about the Python programming language that hint towards data science basics:

• AI Engineering Certificate (from Coursera)

• Python Crash Course (aka "Python For Dummies" book)

• Corey Schafer's YouTube Playlists (mainly) about Python

• Automate the Boring Stuff with Python (another "Python For Dummies")

• Andrew Ng's Machine Learning Specialization (Stanford-led from Coursera)

Below are a two paid alternatives (no more than $20.00 each course) that cover wider aspects like web-development demonstrations and future interpretations or visuals about the results from the Pythonic evaluations of your dataset and its domain using data science tools:

• 100 Days of Code by Dr. Angela Yu: The Complete Python Pro Bootcamp (from Udemy, for beginning students)

• Python for Data Science and Machine Learning Bootcamp (from Udemy, for intermediate students)