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Shanmugasundaram M's Projects

machine-learning-interview icon machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

machine-learning-resources icon machine-learning-resources

This cover everything you need to know if you want to learn Machine Learning from basics to advance. It covers how to do exploratory data analysis over datasets, build machine learning models, evaluate their performance and deploy them.

masters-machine-learning-1 icon masters-machine-learning-1

Codes encompassing topics on the realm of linear regression (simple and multiple), logistic regression and clustering using pca

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlbook icon mlbook

Repository for the free online book Machine Learning from Scratch (link below!)

mscience_data_architecture_proposal icon mscience_data_architecture_proposal

A short proposal for the new Big Data architecture at M Science LLC - focuses are data agility, data access, data security, data partitioning, and cost minimization

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