Rakshat Shetty's starred repositories
ml-engineering
Machine Learning Engineering Open Book
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.
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
Tensor-Puzzles
Solve puzzles. Improve your pytorch.
hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
ML-YouTube-Courses
๐บ Discover the latest machine learning / AI courses on YouTube.
mlops-zoomcamp
Free MLOps course from DataTalks.Club
MLSys-NYU-2022
Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022
hands-on-train-and-deploy-ml
Train and Deploy an ML REST API to predict crypto prices, in 10 steps
project-based-learning
Curated list of project-based tutorials
Awesome-Data-Science-Resources
Resources about data science, machine learning, deep learning, data engineering, and SQL.
hopsworks-tutorials
Tutorials for the Hopsworks Platform
serverless-ml-course
Serverless ML Course for building AI-enabled Prediction Services from models and features
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
adversarial-machine-learning
Hands-on tutorial on adversarial examples ๐. With Streamlit app โค๏ธ.
hands-on-rl
Free course that takes you from zero to Reinforcement Learning PRO ๐ฆธ๐ปโ๐ฆธ๐ฝ
real-time-ohlc-with-bytewax
Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit
bytewax-hopsworks-example
Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)
awesome-cloud-robotics
A curated list of awesome resources, tutorials and tools for cloud robotics.
Mathematics-for-ML
๐งฎ A collection of resources to learn mathematics for machine learning