Machine Learning Crash Course

Short course on Machine learning at WebValley 2022

Getting Started

No installation required: You could run all the notebooks directly in myBinder by clicking on the badge below:

Alternatively you could setup a virtual environment using Conda:

conda env create -f environment.yml && conda activate webvalley

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
answers		answers
images		images
results		results
utils		utils
.gitignore		.gitignore
01 Fitting.ipynb		01 Fitting.ipynb
02 Correlation.ipynb		02 Correlation.ipynb
03 Model Validation.ipynb		03 Model Validation.ipynb
04 Machine Learning.ipynb		04 Machine Learning.ipynb
05 Classification.ipynb		05 Classification.ipynb
06 Time Series Primer.ipynb		06 Time Series Primer.ipynb
07 Time Series Analysis.ipynb		07 Time Series Analysis.ipynb
08 Time Series Modelling.ipynb		08 Time Series Modelling.ipynb
99 What next.ipynb		99 What next.ipynb
LICENSE		LICENSE
README.md		README.md
air_pollution.csv		air_pollution.csv
environment.yml		environment.yml
index.ipynb		index.ipynb
linear.csv		linear.csv