my_ds_projects

Contains my data science projects:

Data analysis of 911 calls patterns for Fire,traffic, EMS for montgomery county,PA.(kaggle)
Indian car stock analysis - basics of stock analysis. (Using quandl)
Monte Carlo Simulation for Optimization Search on Indian car's stock data (Data gathered with quandl)
Lending club data loan prediction - To predict whether or not the borrower paid back their loan in full (Using decision tree and random forrest)
Advertising dataset - To predict whether or not the internet user will click on an ad based off the features of that user (Using logistic regression)
Movie data analysis - To predict the return of investment of a movie and how long it will take to break even,which would be very useful for investors. (Using linear regression,decision tree,random forest)

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
my_mongo_queries		my_mongo_queries
911_Calls_Data_Capstone_Project.ipynb		911_Calls_Data_Capstone_Project.ipynb
Decision Trees and Random Forest Project.ipynb		Decision Trees and Random Forest Project.ipynb
K Means Clustering Project.ipynb		K Means Clustering Project.ipynb
K Nearest Neighbors Project - Solutions.ipynb		K Nearest Neighbors Project - Solutions.ipynb
Logistic_Regression_on_dummy_advertising_data.ipynb		Logistic_Regression_on_dummy_advertising_data.ipynb
Movie_data_analysis_for_ROI_and_Profit.ipynb		Movie_data_analysis_for_ROI_and_Profit.ipynb
News-classification.ipynb		News-classification.ipynb
README.md		README.md
Trending video statistics.ipynb		Trending video statistics.ipynb
indian_car_stock_analysis-part1.html		indian_car_stock_analysis-part1.html
indian_cars_stock_portfolio_optimization.ipynb		indian_cars_stock_portfolio_optimization.ipynb

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