ml_training_for_cmg_impact

This repository has all the files relevant for ML class we taught at the CMG imPACt 2019 Conference. Seattle, WA, February 2019

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
PDF		PDF
PapersOfInterest		PapersOfInterest
Worksheets		Worksheets
csvs		csvs
CMG imPACt19 ML Intro.pdf		CMG imPACt19 ML Intro.pdf
ChurnPrediction.knwf		ChurnPrediction.knwf
IntroductionToMachineLearning.02.17.2019.pdf		IntroductionToMachineLearning.02.17.2019.pdf
Network Analysis.ipynb		Network Analysis.ipynb
README.md		README.md
TheData.knar		TheData.knar
example1 - Regression and T-test.ipynb		example1 - Regression and T-test.ipynb
example2 - Logistic Regression.ipynb		example2 - Logistic Regression.ipynb
example3 - Clustering (Pooling).ipynb		example3 - Clustering (Pooling).ipynb
example4 - Outliers and QuantReg.ipynb		example4 - Outliers and QuantReg.ipynb
example5 - Regression Model Fitting.ipynb		example5 - Regression Model Fitting.ipynb
exponential.png		exponential.png
exponential_down.png		exponential_down.png
exponential_up.png		exponential_up.png
hyperbola.png		hyperbola.png
logarithmic.png		logarithmic.png
mclust_illustration.PNG		mclust_illustration.PNG
output_6_0.png		output_6_0.png
power_curve_withnoise.png		power_curve_withnoise.png
power_lt1.png		power_lt1.png
power_up.png		power_up.png
quadratic.png		quadratic.png
sigmoid.PNG		sigmoid.PNG
sigmoid.png		sigmoid.png
straight_line.png		straight_line.png
straight_line_down.png		straight_line_down.png
straight_line_up.png		straight_line_up.png

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