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# Data Challenges: Course Maps

## ADS1001 (2021)

* Week 1: [03-BeginnerToAdvanced/01-PythonIntroduction](03-BeginnerToAdvanced/01-PythonIntroduction.html)
* Week 2: [03-BeginnerToAdvanced/02-PythonIntroduction](03-BeginnerToAdvanced/02-PythonIntroduction.html)
* Week 3: [03-BeginnerToAdvanced/03-PythonModules](03-BeginnerToAdvanced/03-PythonModules.html)
* Week 4: [03-BeginnerToAdvanced/04-PlottingMPL_Intro](03-BeginnerToAdvanced/04-PlottingMPL_Intro.html)
* Week 5: [03-BeginnerToAdvanced/05-PandasWeather](03-BeginnerToAdvanced/05-PandasWeather.html)
* Week 6: [03-BeginnerToAdvanced/06_Seaborn](03-BeginnerToAdvanced/06_Seaborn.html)
* Week 7: [03-BeginnerToAdvanced/07-AggregationGrouping](03-BeginnerToAdvanced/07-AggregationGrouping.html)
* Week 8: [04-Merging/04-MergeJoinIntro](04-Merging/04-MergeJoinIntro.html)
* Week 9: [05-LinearRegression/03-IntroLinearRegression](05-LinearRegression/03-IntroLinearRegression.html)
* Week 10: [05-LinearRegression/03-IntroLinearRegression](05-LinearRegression/03-IntroLinearRegression.html)
* Week 11: [12-kNN/12-kNN](12-kNN/12-kNN.html)

## ADS2001 (2021)

* Week 2: [05-LinearRegression/01-ML_Workflow_Diabetes](05-LinearRegression/01-ML_Workflow_Diabetes.html)
* Week 3: [05-LinearRegression/02-LogisticRegression_Iris](05-LinearRegression/02-LogisticRegression_Iris.html)
* Week 4: [06-SVM/03-SVM](06-SVM/03-SVM.html)
* Week 5: [07-DecisionTrees/04-DecisionTrees](07-DecisionTrees/04-DecisionTrees.html)
* Week 6: [07-DecisionTrees/05-RandomForest](07-DecisionTrees/05-RandomForest.html)
* Week 7: [08-PCA/08-PCA](08-PCA/08-PCA.html)
* Week 8: [09-KMeans/KMeans](09-KMeans/KMeans.html)
* Week 9: 10-Git/GIT%20CLI%20CORE.pdf
* Week 10: [11-Plotting/11-AdvancedPlotting](11-Plotting/11-AdvancedPlotting.html)
* Week 11: [13-Boosting/Boosting](13-Boosting/Boosting.html)

### Create web version

```
Simon Bowly's avatar
fix    
Simon Bowly committed
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sed -nE "s|.*\ [(.*)\].*|\1.ipynb|p" course-map.md | xargs -I {} jupyter nbconvert --to html {}
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pandoc --from markdown --to html course-map.md -o course-map.html
```