mrdbourke/your-first-kaggle-submission

Stars
216
Rank 183,179 (Top 4 %)
Language
Jupyter Notebook
Created almost 6 years ago
Updated about 2 years ago

mrdbourke/your-first-kaggle-submission

mrdbourke

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

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

Make your first Kaggle submission!

The Jupyter notebook goes through the Kaggle Titanic dataset via an exploratory data analysis (EDA) with Python and finishes with making a submission.

If you're interested in hearing the topics covered in the code explained, I went through the notebook in a recent livestream on my YouTube channel: https://youtu.be/f1y9wDDxWnA

You can download the data from this repo or directly from Kaggle.

If you find any bugs, or make any improvements on the results in the notebook, I'd love to hear.

Email me anytime: [email protected]

A full blog post to go along with the video and code is available here.

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

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

rag-resources

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

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 🔥