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article-resources

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

coronavirus-ds

Jupyter notebooks and python scripts for investigating the 2019 coronavirus outbreak

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid-19-projections-jupyter

covid-19_knime_jupyter_tableau

Make projections for covid 19 for the next 30 days by combining KNIME for data integration, jupyter to fit models and Tableau to create visualizations.

epl-prediction-2017

Predicting weekly football results in EPL for the 2017 season

install-tensorflow-on-mac-m1-gpu

Install TensorFlow in a few steps on Mac M1/M2 with GPU support and benefit from the native performance of the new Mac Silicon ARM64 architecture.

iptv-ch.github.io

IPTV M3U Files for Swiss IP TV providers

jupytab

Display in Tableau data from Jupyter notebooks

jupyter_pandas_cheat_sheet

Learn the basic commands to use Pandas in Jupyter-Notebook to accomplish the most important Data Enginnering tasks. Read the underlying article on Medium:

loglet-analysis-revisiting-covid19-projections

Loglet-analysis (Decomposition of growth into S-shaped logistic components) is a better predictor for the covid-19 spread, as it takes into account the evolution of multiple waves.

predict-gold-price

Predict gold price with LSTM

predicting_winning_teams

This is the code for "Predicting the Winning Team with Machine Learning" by Siraj Raval on Youtube

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

what-is-machine-learning

Discover the basics of Machine Learning with examples in Python. Read the underlying article on Medium:

youtube

Examples used in youtube videos