Author

Samith Chimminiyan

@samithc

articles: 10
total claps: 30
top claps: 21
avg read: 5.2 min
active: 2026-01-19 → 2026-04-09

Wiki topics

ML · Machine Learning · 7 EDU · Education & Learning · 7 💻 · Programming · 3 🎵 · Music & Audio · 1 🐾 · Pets & Animals · 1 📐 · Mathematics · 1 CRM · Email & CRM · 1 GRW · Growth & Analytics · 1

Top tags

#machine-learning ·7 #python ·2 #python-programming ·2 #numpy ·1 #objectorientedprogramming ·1 #class ·1 #kaggle ·1 #kaggle-competition ·1 #audio-processing ·1 #image-classification ·1

HUM AI MDA LIF

SA Samith Chimminiyan · Data Science Collective

History of BirdCLEF competitions in Kaggle

What insights can we gain from BirdCLEF competitions in Kaggle over the years?

Apr 09, 2026 · 3 min read · 21 claps #kaggle #kaggle-competition #machine-learning

History of BirdCLEF competitions in Kaggle

TCH SPT

SA Samith Chimminiyan · Data Science Collective

Python Classes Explained Simply

A beginner’s guide to OOP — from blueprint to running code

Mar 24, 2026 · 8 min read · 3 claps #python #python-programming #objectorientedprogramming

HUM ECO AI TCH SCI

SA Samith Chimminiyan · Towards AI

Importance of a Well-Structured README.md File in a Data Science Portfolio project

Explains my structure for the README.md file in projects.

Feb 08, 2026 · 6 min read · 3 claps #machine-learning #data-science #projects

Importance of a Well-Structured README.md File in a Data Science Portfolio project

HUM AI

SA Samith Chimminiyan · Towards Data Engineering

The Bias–Variance Tradeoff: The Real Reason Your Model Fails

An untold story of Bias–Variance Tradeoff

Mar 10, 2026 · 3 min read · 3 claps #machine-learning #bias #variance

The Bias–Variance Tradeoff: The Real Reason Your Model Fails

MKT

SA Samith Chimminiyan · Towards AI

Customer Segmentation and Retention Strategy using Transactional Data

Today, I want to walk you through my project — Customer Segmentation & Retention Strategy using Transactional Data.

Jan 30, 2026 · 9 min read · 0 claps #data-analysis #churn-prediction #customer-churn

Customer Segmentation and Retention Strategy using Transactional Data

HUM AI LIF

SA Samith Chimminiyan

Key Concepts from Unsupervised Learning, Recommenders, Reinforcement Learning

I recently completed my Coursera certification in machine learning, focusing on advanced topics including unsupervised learning…

Jan 19, 2026 · 6 min read · 0 claps #machine-learning #deep-learning #reinforcement-learning

HUM AI SCI TCH

SA Samith Chimminiyan · Towards AI

The Hidden Assumptions Behind Linear Regression

Why Assumptions Matter More Than the Equation

Jan 23, 2026 · 5 min read · 0 claps #machine-learning #linear-regression #statistics

The Hidden Assumptions Behind Linear Regression

HUM AI

SA Samith Chimminiyan · Towards AI

General Introduction to JAX

Whenever we talk about Neural Networks, We usually ask whether we need to learn PyTorch or TensorFlow. PyTorch and TensorFlow are the two…

Mar 22, 2026 · 5 min read · 0 claps #jax #neural-networks #machine-learning

TCH

SA Samith Chimminiyan

A General Introduction to Numpy

NumPy: the absolute basics for beginners

Mar 31, 2026 · 4 min read · 0 claps #numpy #python #python-programming

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SA Samith Chimminiyan · Data Science Collective

What is Time Series Forecasting?

Time Series Forecasting is an important area that all Machine Learning Engineers heard of. It’s often said that Time Series Forecasting…

Feb 13, 2026 · 4 min read · 0 claps #time-series-forecasting #machine-learning #arima