Name		Name	Last commit message	Last commit date
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2018_08_22_LR-2.pdf		2018_08_22_LR-2.pdf
README.md		README.md
data.csv		data.csv
difference.ipynb		difference.ipynb
linear_regression.ipynb		linear_regression.ipynb
svm_tutorial.pdf		svm_tutorial.pdf

README.md

TOC

Linear regression example
Logistic regression
Perceptron
Support Vector Machine

Slides

Class slides
SVM slides

Linear Regression Code example on colab

To try the linear regression code in your web browser click here

To try vectorisation code click here

Try switching to GPU from Runtime>Change Runtime> Hardware Accelerator> GPU, do you see any noticeable change in execution speed?

Class slides

Click here for class-2 slides

SVM slides

Click here for slides on SVM

Will update with more content