Mathew K AnalyticsPython for Data Analysts
A free 12-lesson course. Every lesson has a video walkthrough and a Jupyter notebook you can download or open in Google Colab; 4 lessons include real datasets. Tools covered: pandas, NumPy, openpyxl, Requests, datetime, JSON.
57 minLesson 1
Pandas Zero to Hero: The Complete Beginner-to-Advanced Course
1 h 3 minLesson 2
Python Zero to Hero: The Complete Beginner-to-Advanced Course
33 minLesson 3
NumPy Zero to Hero: The Complete Beginner-to-Advanced Course
1 h 1 minLesson 4
Python for Beginners: From Variables to Real Mini Projects
34 minLesson 5
Time Series Analysis with Pandas
32 minLesson 6
End-to-End Data Analyst Capstone
27 minLesson 7
Web APIs & Requests In Depth
36 minLesson 8
Excel Automation with openpyxl
33 minLesson 9
Web Scraping with BeautifulSoup
23 minLesson 10
Intro to Machine Learning with scikit-learn
26 minLesson 11
SQL for Python Users with sqlite3
20 minLesson 12