rahulkumar-aws

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

aws_architecture_labs

aws architecture notes and labs

AZ900CertCourse

Repo for the AZ-900 Certification Course Handout

Complete-Pytorch-with-Projects-Series-

This repository contains everything you need to become proficient in PyTorch

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

covid-19-data

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

databricks_ML_GenAI

databricks Machine Learning and GenAI notes and labs

eks-workshop-v2

Hands-on labs for Amazon EKS

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

kubernetes-examples

This repo contains a bunch of Kubernetes examples

kubernetes-the-hard-way

Bootstrap Kubernetes the hard way. No scripts.

kubernetes_architecture_labs

kubernetes architecture notes and labs

LinAlg4DataScience

Code that accompanies the book "Linear Algebra for Data Science"

LinAlgCourse

Python and MATLAB code for online linear algebra course

macbook_gpu_ML_code

Basic ML code run on Macbook GPU

machine-learning-interview

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

matrixcalc

MIT IAP short course: Matrix Calculus for Machine Learning and Beyond

optuna

A hyperparameter optimization framework

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

rag-from-scratch

rahulkumar-aws.io

Personal tech blog, covering Big Data, Artificial Intelligence, Machine Learning, Deep Learning, Generative AI topics.

secondary_brain_ai

stable-diffusion-webui

Stable Diffusion web UI

Statistical-Optimization

Statistical optimization for AI and machine learning

statsthinking21-core

Core statistical text for Statistical Thinking in the 21st Century

stylegan

StyleGAN - Official TensorFlow Implementation

synth

The Declarative Data Generator

udlbook

Understanding Deep Learning - Simon J.D. Prince