Mathew K Analytics

Learn itertools with free notebooks

12 free video lessons that use itertools, each with a downloadable Jupyter notebook and, where needed, the dataset. Learn itertools by working through real examples.

Python Data Analytics #03: Market Basket Analysis & Association Rules in Python29 min
Lesson 3

Python Data Analytics #03: Market Basket Analysis & Association Rules in Python

📊 Dataset · 📓 Notebook · pandas · itertools · collections

Python Data Analytics #10: Retail Analytics Capstone — End-to-End Report in Python29 min
Lesson 10

Python Data Analytics #10: Retail Analytics Capstone — End-to-End Report in Python

📊 Dataset · 📓 Notebook · pandas · NumPy · Matplotlib

Python Data Analytics #16: Backtesting a Simple Trading Strategy in Python31 min
Lesson 16

Python Data Analytics #16: Backtesting a Simple Trading Strategy in Python

📊 Dataset · 📓 Notebook · pandas · NumPy · Matplotlib

Python Data Analytics #26: Analysing Real Hashtags & Topic Trends in Python27 min
Lesson 26

Python Data Analytics #26: Analysing Real Hashtags & Topic Trends in Python

📊 Dataset · 📓 Notebook · pandas · regex (re) · collections

Python itertools Explained: Iterators, Combinations & More | Standard Library #514 min
Lesson 5

Python itertools Explained: Iterators, Combinations & More | Standard Library #5

📓 Notebook · itertools

Multiple Comparisons & P-Value Corrections | Statistics #1013 min
Lesson 10

Multiple Comparisons & P-Value Corrections | Statistics #10

📊 Dataset · 📓 Notebook · statsmodels · pandas · NumPy

Cleaning Open-Ended Survey Text Data for Market Research in Python23 min
Lesson 41

Cleaning Open-Ended Survey Text Data for Market Research in Python

📓 Notebook · pandas · NumPy · regex (re)

Understanding Types of Retail and E-commerce Data for Effective Python Analytics26 min
Lesson 3

Understanding Types of Retail and E-commerce Data for Effective Python Analytics

📓 Notebook · pandas · NumPy · itertools

Retail Analytics Workflow Using Python: Step-by-Step Training for E-commerce Data19 min
Lesson 4

Retail Analytics Workflow Using Python: Step-by-Step Training for E-commerce Data

📓 Notebook · pandas · NumPy · itertools

Structure of Retail Transaction Datasets for Data Analytics Training19 min
Lesson 11

Structure of Retail Transaction Datasets for Data Analytics Training

📓 Notebook · pandas · NumPy · itertools

Unlock Revenue Growth Opportunities in Retail E-Commerce with Python Analytics24 min
Lesson 40

Unlock Revenue Growth Opportunities in Retail E-Commerce with Python Analytics

📓 Notebook · pandas · NumPy · itertools

End to End Retail Analytics Project Training with Python for E-commerce23 min
Lesson 56

End to End Retail Analytics Project Training with Python for E-commerce

📓 Notebook · pandas · NumPy · itertools