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On the blog lately
How to use Explainable Machine Learning with Python
Interpret with Permutation Feature Importance, PDP, SHAP, LIME
Lianne & Justin February 22, 2022
This is a beginners’ guide to explainable machine learning with Python.
Learn how to interpret using an XGBoost model example.
Data Cleaning Techniques in Python: the Ultimate Guide
What and how to clean, with examples
Lianne & Justin January 3, 2022
This is the ultimate guide to data cleaning in Python.
Learn practical techniques on how to clean your data efficiently.
How to qualify as data scientists: Skills needed in 2022
Based on real job postings analysis
Lianne & Justin November 23, 2021
This is a practical guide to the qualifications and skills needed to become a data scientist.
Discover based on real job postings analysis.