Find out why you should NOT use ADASYN in 2025 to handle data imbalance, what the hype behind ADASYN was, and what you could do instead to boost model performance.
The Complete Guide to Platt Scaling
Learn about calibration in machine learning using Platt scaling. Find out how it works and how to apply it in Python using Scikit-learn.
Your Guide to Missing Values Imputation
Find out more about missing values, how they appear in the data, and how you can replace them with unbiased estimates for machine learning.
Advanced Machine Learning Projects for data science
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Learn AI from Scratch: A Complete Guide
A complete guide to help you learn AI from scratch. Starting by what AI is, the career options in the field and how to master it.
Interpretability in Machine Learning. An Overview
Understand what machine learning interpretability is and why it matters. Discover multiple interpretable machine learning methods and apply them in Python.