https://github.com/nitins17/machine-learning-projects

A collection of some of the ML projects I have worked on so far
https://github.com/nitins17/machine-learning-projects

Last synced: 11 days ago
JSON representation

A collection of some of the ML projects I have worked on so far

• Host: GitHub
• URL: https://github.com/nitins17/machine-learning-projects
• Owner: nitins17
• License: gpl-3.0
• Created: 2020-03-14T02:50:13.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-03-14T04:05:40.000Z (over 4 years ago)
• Last Synced: 2024-10-07T11:42:53.812Z (about 1 month ago)
• Language: Python
• Size: 4.96 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# machine-learning-projects

A collection of some of the ML projects I have worked on so far

# Projects done in R

1. Authentic Bank Note Classification - Neural Nets

2. bikeShare count - Linear Model

3. Income Prediction - Logistic Regression

4. Loan Payment Classification - SVM

5. School Classification - Tree Methods

6. Species Prediction - KNN

7. Twitter Word Cloud - NLP

8. Wine Color Clustering - K-Means

# Projects done in Python

1. Amazon Product Reviews - Sentimental Analysis (NLP)

2. Credit Card Fraud Detection - Decision Tree and KNN (Classification)

3. Gene Expression - Ensemble Methods (Classification)

4. House Price Prediction - SVM, Gradient Boosting, Lasso, Random Forest (Regression)

5. Princple Component Analysis (Built from scratch)

6. Singular Value Decomposition (Built from scratch)