JJ Luxton's starred repositories
project-based-learning
Curated list of project-based tutorials
awesome-for-beginners
A list of awesome beginners-friendly projects.
awesome-public-datasets
A topic-centric list of HQ open datasets.
first-contributions
🚀✨ Help beginners to contribute to open source projects
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Python-programming-exercises
100+ Python challenging programming exercises
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
p1xt-guides
Programming curricula
Machine-Learning-Books-With-Python
Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python
RainCloudPlots
Code and tutorials to visualise your data that is both beautiful *and* statistically valid
datascience
A Python library for introductory data science
opytimizer
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
string_grouper
Super Fast String Matching in Python
craXcel-cli
Command line application to unlock Microsoft Office password protected files.
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
mice_workshop
Materials for a workshop using MICE in Statsmodels
Dataset_Code
Code used to generate the viral vaccine machine learning dataset for COVID-19 pandemic.