Projects in Awesome Lists by justmarkham
A curated list of projects in awesome lists by justmarkham .
https://github.com/justmarkham/scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
data-science jupyter-notebook machine-learning python scikit-learn tutorial
Last synced: 14 May 2025
https://github.com/justmarkham/pandas-videos
Jupyter notebook and datasets from the pandas video series
data-analysis data-cleaning data-science jupyter-notebook pandas python tutorial
Last synced: 15 May 2025
https://github.com/justmarkham/scikit-learn-tips
:robot::zap: 50 scikit-learn tips
data-school data-science machine-learning python scikit-learn
Last synced: 08 Apr 2025
https://github.com/justmarkham/dat8
General Assembly's 2015 Data Science course in Washington, DC
clustering course data-analysis data-cleaning data-science data-visualization decision-trees ensemble-learning jupyter-notebook linear-regression logistic-regression machine-learning model-evaluation naive-bayes natural-language-processing pandas python regular-expressions scikit-learn web-scraping
Last synced: 15 May 2025
https://github.com/justmarkham/dat4
General Assembly's Data Science course in Washington, DC
Last synced: 16 May 2025
https://github.com/justmarkham/DAT4
General Assembly's Data Science course in Washington, DC
Last synced: 19 Jul 2025
https://github.com/justmarkham/python-reference
Python Quick Reference
jupyter-notebook python quick-reference reference script
Last synced: 04 Apr 2025
https://github.com/justmarkham/dat3
General Assembly's Data Science course in Washington, DC
Last synced: 05 Apr 2025
https://github.com/justmarkham/pycon-2019-tutorial
Data Science Best Practices with pandas
data-science pandas python tutorial vizualisation
Last synced: 05 Apr 2025
https://github.com/justmarkham/pycon-2016-tutorial
Machine Learning with Text in scikit-learn
Last synced: 09 Oct 2025
https://github.com/justmarkham/pycon-2018-tutorial
Using pandas for Better (and Worse) Data Science
Last synced: 06 Apr 2025
https://github.com/justmarkham/trump-lies
Tutorial: Web scraping in Python with Beautiful Soup
beautiful-soup data-science dataset pandas python requests tutorial web-scraping
Last synced: 26 Jul 2025
https://github.com/justmarkham/dat7
General Assembly's Data Science course in Washington, DC
Last synced: 05 Apr 2025
https://github.com/justmarkham/dat5
General Assembly's Data Science course in Washington, DC
Last synced: 06 Apr 2025
https://github.com/justmarkham/dplyr-tutorial
Tutorials for the dplyr package in R
Last synced: 08 Apr 2025
https://github.com/justmarkham/pydata-dc-2016-tutorial
Tutorial: Machine Learning with Text in scikit-learn
Last synced: 30 Apr 2025
https://github.com/justmarkham/python-data-analysis-workshop
Workshop: Intro to Python for Data Analysis
Last synced: 30 Apr 2025
https://github.com/justmarkham/python-data-science-workshop
Workshop: Python for Data Science
Last synced: 30 Apr 2025
https://github.com/justmarkham/kaggle-allstate
Allstate Purchase Prediction Challenge on Kaggle
Last synced: 13 Jul 2025
https://github.com/justmarkham/kaggle-pycon-2015
Solution code from my winning submission to Kaggle's PyCon 2015 competition
Last synced: 30 Apr 2025
https://github.com/justmarkham/tidy-data
Commented R code from Hadley Wickham's "tidy data" presentation
Last synced: 30 Apr 2025
https://github.com/justmarkham/practicalmachinelearning
Course project for Practical Machine Learning: https://www.coursera.org/course/predmachlearn
Last synced: 24 Apr 2025
https://github.com/justmarkham/coursera-getting-data
Class project for Coursera's "Getting and Cleaning Data" class
Last synced: 20 Apr 2025