Skander Kacem

Thinking out loud

Notes

Learning by doing - tutorials and notes on technical topics I'm exploring.

Forecasting Customer Lifetime Value Using RFM-Analysis and Markov Chain

📅 2022-03-01 🕐 46 min read 🏷️ Business Analytics, Tutorial

From RFM Analysis to Predictive Scoring Models

📅 2022-01-06 🕐 47 min read 🏷️ Business Analytics, Tutorial

Customer Segmentation and Profiling: A Managerial Approach

📅 2021-12-03 🕐 29 min read 🏷️ Business Analytics, Tutorial

Customer Segmentation using RFM Analysis

📅 2021-10-25 🕐 22 min read 🏷️ Business Analytics, RFM Analysis, Marketing Analytics

SKU Clustering for Inventory Optimization

📅 2021-10-15 🕐 13 min read 🏷️ Business Analytics, Tutorial, Machine Learning

Plotting with Seaborn - Part 3: Multivariate Visualization

📅 2021-09-18 🕐 23 min read 🏷️ Visualization, Tutorial, Python

Plotting with Seaborn - Part 2: Distributions & Statistical Plots

📅 2021-09-07 🕐 19 min read 🏷️ Visualization, Tutorial, Python

Plotting with Seaborn - Part 1: Foundations & Essential Plots

📅 2021-08-23 🕐 25 min read 🏷️ Visualization, Tutorial, Python

GitHub Crawler: Beyond Basic Scraping

📅 2021-07-04 🕐 28 min read 🏷️ Python, Web Crawler, BeautifulSoup

Introduction to Web Scraping with Python

📅 2021-06-25 🕐 11 min read 🏷️ Python, Web Crawler, BeautifulSoup

Common Metrics Derived From the Confusion Matrix

📅 2021-06-15 🕐 26 min read 🏷️ Machine Learning, Confusion Matrix, Evaluation Metrics

The Confusion Matrix: Why Accuracy Is a Dangerous Illusion

📅 2021-06-07 🕐 15 min read 🏷️ Machine Learning, Tutorial

The Least Squares Method

📅 2021-06-01 🕐 8 min read 🏷️ Machine Learning, Mathematics, Tutorial

Linear Algebra for Machine Learning

📅 2021-05-23 🕐 1 min read 🏷️ Mathematics, Machine Learning