Daily Dose of Data Science

Daily Dose of Data Science

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Machine Learning

Phases of ML Modeling
... that every ML engineer should know
Jan 30 • Akshay Pachaar
Introduction to Quantile regression
...explained with code.
Jan 26 • Avi Chawla
Build Portable ML Models with ONNX
...explained with code.
Jan 19 • Avi Chawla
Feature Discretization in Machine Learning
A linear model can learn non-linear patterns.
Jan 15 • Avi Chawla
SNE vs. tSNE Algorithm
Key differences, explained graphically and visually.
Jan 13 • Avi Chawla
A Simple Implementation of Boosting Algorithm
...covered with design principles for Boosting.
Jan 1 • Avi Chawla
How Does BM25 Ranking Algorithm Work?
...explained with mathematical details.
Dec 30, 2025 • Avi Chawla
6 Steps to Build an ML Model
...explained visually!
Dec 29, 2025 • Avi Chawla
An Intuitive Guide to Non-Linearity of ReLU
Exactly why ReLU is a non-linear activation function.
Dec 20, 2025 • Avi Chawla
4 Strategies for Multi-GPU Training
...explained visually.
Dec 11, 2025 • Avi Chawla
7 Categorical Data Encoding Techniques
...summarized in a single frame.
Dec 2, 2025 • Avi Chawla
How to Use kNNs for Imbalanced Datasets
2 techniques, explained visually.
Nov 28, 2025 • Avi Chawla
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