Vinoo J. Nedungadan

With over 10 years of experience managing and delivering enterprise application, I am enthusiastic about data and AI. I enjoy exploring new technologies and building practical solutions that make an impact. This is is meant to showcase my journey in data science and machine learning, and to provide resources that can help others in their learning path.

View My Resume

LLM Experiments

Kaggle Competitions

Coursework & Certifications

Certification Provider Course Notes
3 months AI Agents Bootcamp SupportVectors.ai View Certificate Thumbnail
Supervised Machine Learning: Regression and Classification Stanford Online View Certificate Thumbnail
Advanced Learning Algorithms Stanford Online View Certificate Thumbnail
Unsupervised Learning, Recommenders, Reinforcement Learning Stanford Online View Certificate Thumbnail

Useful References

ML Concepts Static

Comprehensive static reference guide covering fundamental machine learning concepts, algorithms, and theoretical foundations.

Explore

ML Yearning Decision Tree

Interactive decision tree based on Andrew Ng's "Machine Learning Yearning" for systematic ML problem diagnosis and solution strategies.

Diagnose 🔍

ML Pipeline

End-to-end machine learning pipeline implementation guide with best practices for production-ready ML systems.

Build 🔧