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