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Raji's Projects

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

islr_python icon islr_python

An Introduction to Statistical Learning with Applications in R... with Python

kql icon kql

Threat Hunting query in Microsoft 365 Defender, XDR. Provide out-of-the-box KQL hunting queries - App, Email, Identity and Endpoint.

learning-from-data icon learning-from-data

Caltech Machine Learning course notes and homework. Implements from scratch algorithms like SVM, neural networks, backpropagation, perceptrons and other linear classifiers.

lld icon lld

Curated Collection of all Low level design Questions and implementation asked in major Tech companies , Get yourself prepared for the LLD round and ace the interview.

low-level-design-primer icon low-level-design-primer

Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.

madewithml icon madewithml

Learn how to responsibly deliver value with ML.

mbe icon mbe

Course materials for Modern Binary Exploitation by RPISEC

ml-basics icon ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

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.

ml-mini-projects icon ml-mini-projects

Several small ML projects on perceptrons, naive bayes classifiers, CNNs, and reinforcement learning

ml-youtube-courses icon ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

mlbook icon mlbook

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

msds621 icon msds621

Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning

python icon python

All Algorithms implemented in Python

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