mrdbourke/rag-resources

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mrdbourke/rag-resources

mrdbourke

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

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Jupyter Notebook

tensorflow-deep-learning

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

Jupyter Notebook

zero-to-mastery-ml

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

Jupyter Notebook

cs329s-ml-deployment-tutorial

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

Jupyter Notebook

m1-machine-learning-test

Code for testing various M1 Chip benchmarks with TensorFlow.

Jupyter Notebook

pytorch-apple-silicon

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

Jupyter Notebook

your-first-kaggle-submission

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

Jupyter Notebook

nutrify

Take a photo of food and learn about it.

Jupyter Notebook

airbnb-amenity-detection

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

Jupyter Notebook

mac-ml-speed-test

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

Jupyter Notebook

food-not-food

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

Jupyter Notebook

python-list-comprehensions-tutorial

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

Jupyter Notebook

mrdbourke

learn-transformers

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

Jupyter Notebook

old_blog

charlie-walks

Website code for Charlie Walks: A Novel by Daniel Bourke

Udacity_DLND_Projects

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

Jupyter Notebook

coursera_bioinformatics_and_genetic_algorithm_experiment

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

Jupyter Notebook

AIND-Machine-Translation

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

Jupyter Notebook

twitch-ml-deploy

Deploying a ML model in the browser using TensorFlow JS

Sentiment-Analysis-with-Keras

Materials and code relating to Learning Intelligence 25.

Jupyter Notebook

AIND-VUI-Capstone

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

udacity-AIND

All of my files and projects associated with Term 1 of the Udacity Artificial Intelligence Nanodegree.

LearnPythonTheHardWay

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

pytorch-resnet-twitch

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

Jupyter Notebook

udacityDLfoundationsP2

Second project of the Udacity Deep Learning Foundations Nanodegree

nutrify-ai-grant-application

Nutrify application to aigrant.org

AIND-NLP

Materials relating to the Udacity AIND NLP classes.

Jupyter Notebook

modal-test

testing modal.com

Treehouse

Projects from my Treehouse Coursework

hello-world

Github practice

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

html-search-bar

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

iOS-Retro-Calculator

test-data-size-repo

ios-course-super-cool-app

blog-starter-test-1

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