machine_learning

I am targeting 30 days of course to learn Machine Learning using Python.

Here I will post everything what I'll learn and share .

Syllabus Regression

• Regression-Intro and Data
• Regression-Feature and Labels
• Regression-Training and Testing
• Regression-Forcasting and Predicting
• Pickling and Scalling
• Regression-Theory and how it works
• Regression-How to program the Fit Slope
• Regression-How to program the Best Line
• Regression-R Squared and coefficient of Determination Theory
• Regression-How to Program R Squared

K Nearest Neighbors

• Creating Sample Data for Testing
• Classification intro with K Nearest Neighbors
• Applying K Nearest Neghbors to Data
• Euclidean Distance theory
• Creating a K Nearest Neighbors Classifier from scratch
• Testing our K Nearest Neighbors classifier
• Final thoughts on K Nearest Neighbors