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Breast Cancer - PCA
Breast Cancer - PCA
 
 
Decision Trees and Random Forests - Kyphosis
Decision Trees and Random Forests - Kyphosis
 
 
K Means Clustering - make_blobs
K Means Clustering - make_blobs
 
 
K Nearest Neighbors - Classified Data
K Nearest Neighbors - Classified Data
 
 
K Nearest Neighbors - MNIST
K Nearest Neighbors - MNIST
 
 
Linear Regression - E-Commerce Customers
Linear Regression - E-Commerce Customers
 
 
Linear Regression - USA Housing
Linear Regression - USA Housing
 
 
Linear Regression Using sklearn regression dataset
Linear Regression Using sklearn regression dataset
 
 
Loan Dataset - Decision Trees and Random Forest
Loan Dataset - Decision Trees and Random Forest
 
 
Logistic Regression - Titanic dataset
Logistic Regression - Titanic dataset
 
 
Logistic Regression - make_blobs
Logistic Regression - make_blobs
 
 
Movie Recommender System - Text Processing
Movie Recommender System - Text Processing
 
 
Salary Prediction and Boston House Pricing Prediction
Salary Prediction and Boston House Pricing Prediction
 
 
Spam Email Detection using Naive Bayes
Spam Email Detection using Naive Bayes
 
 
Support Vector Machine - Breast Cancer
Support Vector Machine - Breast Cancer
 
 
Titanic Dataset - Decision Trees
Titanic Dataset - Decision Trees
 
 
README.md
README.md
 
 

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Machine-Learning

Algorithms of Machine Learning are implemented using various datasets (From kaggle also).


Linear Regression

  1. USA Housing - LinearRegression
  2. ECommerce Customers - Linear Regression
  3. Salary Prediction and Boston House Pricing Prediction - Linear Regression
  4. Sklearn Regression Dataset - Linear Regression

Logistic Regression

  1. make_blobs - Logistic Regression
  2. Titanic Dataset - Logistic Regression

K Nearest Neighbors

  1. MNIST - K Nearest Neighbors
  2. Classified Data - K Nearest Neighbors

K Means Clustering

  1. make_blobs - K Means Clustering

Decision Trees and Random Forest

  1. Titanic Dataset - Decision Trees
  2. Kyphosis - Decision Trees and Random Forest
  3. Load Dataset - Decision Trees and Random Forests

Support Vector Machine

  1. Breast Cancer - Support Vector Machine

Naive Bayes

  1. Spam Email Detection - Naive Bayes

Principal Component Analysis

  1. Breast Cancer - Principal Component Analysis

Projects

  1. Movie Recommender System

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machine-learning

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