coding-blocks-archives/Perceptron_2017_December

Name: Perceptron_2017_December

Owner: Coding Blocks Archives

Description: Python Machine Learning Course

Created: 2017-12-17 08:12:43.0

Updated: 2018-04-29 07:30:33.0

Pushed: 2018-03-31 08:05:22.0

Homepage: null

Size: 30325

Language: Jupyter Notebook

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README

Machine Learning December 17 Batch Pitampura

Class 01:- Introduction to Machine Learning
Class 02:- Statistical Computation with Python, Working with OpenCV
Class 03:- Review of Linear Algebra
Class 04:- K-Nearest Neighbors Algorithm
Class 05:- K-Means Clustering
Class 06:- Decision Trees and Random Forests
Class 07:- Principal Component Analysis
Class 08:- Linear Regression
Class 09:- Logisitic Regression
Class 10:- Intro to Neural Nets - Intuition, MLP, Starting with Keras
Class 11:- Backpropogation, Simple AutoEncoder


This work is supported by the National Institutes of Health's National Center for Advancing Translational Sciences, Grant Number U24TR002306. This work is solely the responsibility of the creators and does not necessarily represent the official views of the National Institutes of Health.