ashoknp-git / ml-notebook

Karma of Humans is AI

ML-Notebook

Karma of Human is AI

git clone https://github.com/getmrinal/ML-Notebook.git

This Repository includes:

• Python Introduction
• Machine Learing tools sklearn matplotlib pandas numpy
• Intro to machine learning on titaninc dataset
• Regression Algorithms
  • Linear Regression
  • Multivariable Regression
  • Gradient Descent
  • Support Vector Regressor(SVR)
• Classifiers
  • Measures Confusion Metrics score Classification Report
  • Algorithms
    • Decision Tree
    • Random Forest
    • Naive Bayes
    • K-nearest-neighbours(KNN)
    • Support Vector Machine(SVM)
    • Principle Component Analysis(PCA)
• Projects
  • Text Classification using Multinomial Naive Bayes
  • Car Price Prediction based on Used Car Dataset

More Algorithms and projects will be updating soon!

MIT License Copyright (c) 2018 Mrinal Chandra