Discover mrdbourke/udacity-AIND Open Source project

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

6,701

tensorflow-deep-learning

All course materials for the Zero to Mastery Machine Learning and Data Science course.

4,709

zero-to-mastery-ml

Code and files to go along with CS329s machine learning model deployment tutorial.

2,449

cs329s-ml-deployment-tutorial

Code for testing various M1 Chip benchmarks with TensorFlow.

573

m1-machine-learning-test

Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.

482

pytorch-apple-silicon

How to perform an exploratory data analysis on the Kaggle Titanic dataset and make a submission to the leaderboard.

356

your-first-kaggle-submission

Take a photo of food and learn about it.

216

nutrify

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

156

airbnb-amenity-detection

A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.

156

mac-ml-speed-test

Machine Learning powered app to decide whether a photo is food or not.

food-not-food

This is the code to go along with the Python list comprehensions video by Daniel Bourke on YouTube.

python-list-comprehensions-tutorial

Work in progress. Simple repository to learn Transformers (and transformers).

mrdbourke

learn-transformers

old_blog

My dev's blog

A collection of curated RAG (Retrieval Augmented Generation) resources.

rag-resources

charlie-walks

Website code for Charlie Walks: A Novel by Daniel Bourke

All of my projects from the Udacity Deep Learning Foundations Nanodegree.

Udacity_DLND_Projects

Code relating to the Coursera Bioinformatics Specialization as well as my own genetic algorithm experiment.

coursera_bioinformatics_and_genetic_algorithm_experiment

The code and other files related to the Udacity Artificial Intelligence Nanodegree Machine Translation project.

AIND-Machine-Translation

Deploying a ML model in the browser using TensorFlow JS

twitch-ml-deploy

Materials and code relating to Learning Intelligence 25.

Sentiment-Analysis-with-Keras

Code and other files related to the Udacity Artificial Intelligence Nanodegree Deep Neural Network Speech Recognizer.

AIND-VUI-Capstone

All of the exercises from the Learn Python the Hard Way book from Zed Shaw.

LearnPythonTheHardWay

Python

pytorch-resnet-twitch

PyTorch implementation(s) of various ResNet models from Twitch streams.

Second project of the Udacity Deep Learning Foundations Nanodegree

udacityDLfoundationsP2

Nutrify application to aigrant.org

nutrify-ai-grant-application

Materials relating to the Udacity AIND NLP classes.

AIND-NLP

Projects from my Treehouse Coursework

modal-test

testing modal.com

Python

Treehouse

hello-world

Github practice

food-data-central-database-creation-with-supabase

Simple HTML search bar to search through a JavaScript array of JSON.

html-search-bar

🚀⚡️ Blazing fast blog built with Gatsby and Cosmic JS 🔥

iOS-Retro-Calculator

Retro/Space

test-data-size-repo

ios-course-super-cool-app

Basic-iOS-app

blog-starter-test-1