ML & Statistical Learning

Tutorials, insights, and technical deep-dives into machine learning, data science, and business analytics.

Forecasting Customer Lifetime Value Using RFM-Analysis and Markov Chain

2022-03-01

46 min read

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