aidevelopersboise-ai6-week2

Date: March 19, 2018
AI Satrudays, Workshop 2
AI Developers, Boise

Workshop material for week 2

Beginners level tutorial on Numpy
Beginners level tutorial on Pandas
Tutorial on Linear Regression (Naive Implementation and Intuition)
- Linera Regression Intuition
- Univariate Linear Regression
- Linear regression using Matrix Multiplication
Linear Algebra - data generation simulation and demonstration

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
.gitignore		.gitignore
Demo_LogisticRegression_DataGeneration.m		Demo_LogisticRegression_DataGeneration.m
Dr_Qu_Linear_Algebra_Notes_by_Prepared_by_James_.pdf		Dr_Qu_Linear_Algebra_Notes_by_Prepared_by_James_.pdf
Numpy-Copy1.ipynb		Numpy-Copy1.ipynb
Numpy.ipynb		Numpy.ipynb
README.md		README.md
RealEstate.csv		RealEstate.csv
Untitled.ipynb		Untitled.ipynb
notebook.tex		notebook.tex
pandas.ipynb		pandas.ipynb
regression_intuit.ipynb		regression_intuit.ipynb
regression_matrix_multiplication.ipynb		regression_matrix_multiplication.ipynb
regression_one_variable_scratch.ipynb		regression_one_variable_scratch.ipynb

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