# machine-learning-101

**Repository Path**: frontxiang/machine-learning-101

## Basic Information

- **Project Name**: machine-learning-101
- **Description**: A repository related to datasets for Machine Learning.
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-06-07
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# machine-learning-101
A repository related to datasets for Machine Learning.

Link to tutorial blogs:
https://medium.com/machine-learning-101


### Chapter 1 ###
Theory about Naive Bayes https://medium.com/machine-learning-101/chapter-1-supervised-learning-and-naive-bayes-classification-part-1-theory-8b9e361897d5

Coding example: https://medium.com/machine-learning-101/chapter-1-supervised-learning-and-naive-bayes-classification-part-2-coding-5966f25f1475


### Chapter 2 ###
Support Vector Machine

Theory : https://medium.com/machine-learning-101/chapter-2-svm-support-vector-machine-theory-f0812effc72 
Coding : https://medium.com/machine-learning-101/chapter-2-svm-support-vector-machine-coding-edd8f1cf8f2d

### Chapter 3 ###
Decision Tree Classifier

Theory : https://medium.com/machine-learning-101/chapter-3-decision-trees-theory-e7398adac567 
Coding : https://medium.com/machine-learning-101/chapter-3-decision-tree-classifier-coding-ae7df4284e99

### Chapter 4 ###
K Nearest Neighbors Classifier

https://medium.com/machine-learning-101/k-nearest-neighbors-classifier-1c1ff404d265

### Chapter 5 ###
Random Forest Classifier

https://medium.com/machine-learning-101/chapter-5-random-forest-classifier-56dc7425c3e1