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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

awesome-machine-learning

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

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

babyrobot

A Baby Robot's Guide to Reinforcement Learning

bandit_simulations

Bandit algorithms simulations for online learning

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

books

chatbot_keras

cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

course-nlp

A Code-First Introduction to NLP course

credit-card-fraud-detection-using-machine-learning

Detect Fraudulent Credit Card transactions using different Machine Learning models and compare performances

cs131_notes

Class notes for CS 131.

cs231n.github.io

Public facing notes page

data-science-question-answer

A repo for data science related questions and answers

data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

discover-flask

Full Stack Web Development with Flask.

dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

dl-setup

Instructions for setting up the software on your deep learning machine

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastbook

The fastai book, published as Jupyter Notebooks

kaggle

Codes for Kaggle Competitions

machine-learning-notes-1

My online shared notebook for Machine Learning notes

machine-learning-numpy

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

machine-learning-systems-design

A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html

madewithml

Learn how to responsibly deliver value with ML.

ml

Codes related to various ML Hackathons

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.