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100-days-of-ml-code

100 Days of ML Coding

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

application

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

awesome-datascience

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

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

ci_21jan24

Understanding CI in GitHub

container

cookiecutter-data-science

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

courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

cs-video-courses

List of Computer Science courses with video lectures.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-in-90-days

machine-learning-interview

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

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

made-with-ml

Learn how to design, develop, deploy and iterate on production-grade ML applications.

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

project-based-learning

Curated list of project-based tutorials

projects-solutions

:pager: Links to others' solutions to Projects (https://github.com/karan/Projects/)

python

All Algorithms implemented in Python

resources-to-become-a-great-engineering-leader

List of books, blogs, newsletters and people!

roadmap-to-become-data-analyst-2024

sharing_isl_python

An Introduction to Statistical Learning with Applications in PYTHON

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

test

This Repository created for demo purpose

testgit