rishabhagarwal7 Goto Github PK
Name: Rishabh Agarwal
Type: User
Bio: I am a final year graduate student at Syracuse University in the Applied Data Science program.
Location: Syracuse, New York, United States
Name: Rishabh Agarwal
Type: User
Bio: I am a final year graduate student at Syracuse University in the Applied Data Science program.
Location: Syracuse, New York, United States
Customer Churn Analysis and Prediction for Southeast Airlines
Performed Exploratory Data Analysis to analyze the performance of the 30 stocks traded in the Dow Jones Industrial Index (^DJI). Applied machine learning algortihms such as linear regression, ARIMA, Gradient Boost and Random Forest to predict the close price. Created 20 and 50 day EMA (Exponential Moving Average) plots to generate buy and sell signals. Have primarily used PySpark and PySpark's MLlib. library
• Segmented startups based on industry type, investment type, amount received per quarter in each funding round, number of investments received and created a dashboard in Tableau. • Created OLS regression model to predict amount of funding received based on funding per round, industry, investment type
• Created AWS cloud infrastructure for hosting predictive analytics dashboard of UFC’s historical fights data & odds generation. • Used ML model for fight predictions with AWS Sagemaker and AWS Elastic Beanstalk - AWS EC2 combined website.
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