BasicExamples

Some code to explore basic Analytics, AI & ML codes from other repositories / training etc.

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BasicExamples

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Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
Airline Delays - maps, crosstab, query.ipynb		Airline Delays - maps, crosstab, query.ipynb
Bank marketing Logistic Regression SMOTE Recursive Feature Elimination.ipynb		Bank marketing Logistic Regression SMOTE Recursive Feature Elimination.ipynb
BostonHousing.xlsx		BostonHousing.xlsx
Canadian Weather DBSCAN.ipynb		Canadian Weather DBSCAN.ipynb
Chatterbot simple.ipynb		Chatterbot simple.ipynb
Clustering of Turkiye Student Dataset.ipynb		Clustering of Turkiye Student Dataset.ipynb
Competition Analysis in Python.ipynb		Competition Analysis in Python.ipynb
Credit Card Customer Segmentation with DBSCAN.ipynb		Credit Card Customer Segmentation with DBSCAN.ipynb
Credit Card Fraud Simple Example.ipynb		Credit Card Fraud Simple Example.ipynb
Decision Tree Weather Example.ipynb		Decision Tree Weather Example.ipynb
Decision tree King Example.ipynb		Decision tree King Example.ipynb
Dictionary simple.ipynb		Dictionary simple.ipynb
Ensemble Learning using KNN Random Forest and Logistic Diabetes.ipynb		Ensemble Learning using KNN Random Forest and Logistic Diabetes.ipynb
Feature Engg Count Frequency Encoding.ipynb		Feature Engg Count Frequency Encoding.ipynb
Feature Engg One Hot Encoding Mercedes Benz.ipynb		Feature Engg One Hot Encoding Mercedes Benz.ipynb
Feature Selection Techniques.ipynb		Feature Selection Techniques.ipynb
Iris dataset Multiclass Classification Decision Tree SVM KNN Naive Bayes.ipynb		Iris dataset Multiclass Classification Decision Tree SVM KNN Naive Bayes.ipynb
K Means Clustering.ipynb		K Means Clustering.ipynb
KNN Diabetes.ipynb		KNN Diabetes.ipynb
Learning a model - Harvard.ipynb		Learning a model - Harvard.ipynb
Logistic Regression Pima India Diabetes.ipynb		Logistic Regression Pima India Diabetes.ipynb
Logistic regression simple example.ipynb		Logistic regression simple example.ipynb
MNIST t-SNE example.ipynb		MNIST t-SNE example.ipynb
Market Basket Analysis 2 Groceries.ipynb		Market Basket Analysis 2 Groceries.ipynb
Market Basket Analysis.ipynb		Market Basket Analysis.ipynb
Montecarlo Coin Toss.ipynb		Montecarlo Coin Toss.ipynb
Montecarlo Simulation Game.ipynb		Montecarlo Simulation Game.ipynb
Movie Ratings Sample Data analysis.ipynb		Movie Ratings Sample Data analysis.ipynb
Multiple Linear Regression Boston House.ipynb		Multiple Linear Regression Boston House.ipynb
Optimize Car Profits with PuLP Linear Programming.ipynb		Optimize Car Profits with PuLP Linear Programming.ipynb
Pima Indian Diabetes Decision Tree.ipynb		Pima Indian Diabetes Decision Tree.ipynb
Price Recommendation Retail.ipynb		Price Recommendation Retail.ipynb
Project 1 Wine Data Random Forest Package.ipynb		Project 1 Wine Data Random Forest Package.ipynb
README.md		README.md
Retail RFM Segmentation.ipynb		Retail RFM Segmentation.ipynb
SMOTE for class imbalance.ipynb		SMOTE for class imbalance.ipynb
Simple Linear Regression Boston House.ipynb		Simple Linear Regression Boston House.ipynb
Simple Mandelbrot Set.ipynb		Simple Mandelbrot Set.ipynb
Simple Web Scraping using Beautiful Soup.ipynb		Simple Web Scraping using Beautiful Soup.ipynb
Simple XOR Neural Network.ipynb		Simple XOR Neural Network.ipynb
Starbucks location analysis using plotly & choropleth.ipynb		Starbucks location analysis using plotly & choropleth.ipynb
Telecom Churn Data Cleaning Example.ipynb		Telecom Churn Data Cleaning Example.ipynb
Titanic Tree Classification.ipynb		Titanic Tree Classification.ipynb
Titanic Visualisation Data Cleansing and Logistic Regression.ipynb		Titanic Visualisation Data Cleansing and Logistic Regression.ipynb
Word cloud simple.ipynb		Word cloud simple.ipynb
World Happiness Visualization.ipynb		World Happiness Visualization.ipynb
YouTube Comments scraping-Kranti.ipynb		YouTube Comments scraping-Kranti.ipynb
YouTube Video Comments Scraping.ipynb		YouTube Video Comments Scraping.ipynb
mobiletrain.csv		mobiletrain.csv

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