Data Science basics

Project #1 of 4 in "ML and data science" progression
Python
Data Science basics thumbnail

Updated: Jun 25, 2026

In this project

Data Science is a juicy mix of brainy math formulas, iron-clad statistics and... a bit of Python. 

Wanna get to know what DS (data science) is basically is? Learn the basics first!  

Lessons

  1. #1.CSV datasets: meet Kaggle #1
  2. #2.Numpy - and it's methods #2
  3. #3.Pandas dataframes for everyday life #3
  4. #4.Matrix and vectors #4
  5. #5.Math: log, exp #5
  6. #6.ML concepts #6
  7. #7.Sklearn: meet ML and it's models! #7
  8. #8.NLTK: Natural Language Toolkit #8
  9. #9.Streamlit for UIs #9
Data Science basics