Pinned Repositories
angular2-website-routes
A simple Angular 2 website example using routes
Car-price-prediction-using-Linear-Regression
Problem Statement A Chinese automobile company Geely Auto aspires to enter the US market by setting up their manufacturing unit there and producing cars locally to give competition to their US and European counterparts. They have contracted an automobile consulting company to understand the factors on which the pricing of cars depends. Specifically, they want to understand the factors affecting the pricing of cars in the American market, since those may be very different from the Chinese market. The company wants to know: Which variables are significant in predicting the price of a car How well those variables describe the price of a car Based on various market surveys, the consulting firm has gathered a large dataset of different types of cars across the Americal market. Business Goal You are required to model the price of cars with the available independent variables. It will be used by the management to understand how exactly the prices vary with the independent variables. They can accordingly manipulate the design of the cars, the business strategy etc. to meet certain price levels. Further, the model will be a good way for management to understand the pricing dynamics of a new market.
Investment-Analysis-Case-Study
Problem Statement: You work for Spark Funds, an asset management company. Spark Funds wants to make investments in a few companies. The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively. Business and Data Understanding Spark Funds has two minor constraints for investments: It wants to invest between 5 to 15 million USD per round of investment It wants to invest only in English-speaking countries because of the ease of communication with the companies it would invest in For your analysis, consider a country to be English speaking only if English is one of the official languages in that country
Lending-Case-Study
Analysis Objectives: • If the applicant is likely to repay the loan, then not approving the loan results in a loss of business to the company • If the applicant is not likely to repay the loan, i.e. he/she is likely to default, then approving the loan may lead to a financial loss for the company • The company wants to understand the driving factors (or driver variables) behind loan default, i.e. the variables which are strong indicators of default. The company can utilise this knowledge for its portfolio and risk assessment.
Mlflow1
RASA-Based-Restaurant-Search-Chat-Bot
Twitter-Sentiment-Analysis
bharti2810's Repositories
bharti2810/Twitter-Sentiment-Analysis
bharti2810/angular2-website-routes
A simple Angular 2 website example using routes
bharti2810/Car-price-prediction-using-Linear-Regression
Problem Statement A Chinese automobile company Geely Auto aspires to enter the US market by setting up their manufacturing unit there and producing cars locally to give competition to their US and European counterparts. They have contracted an automobile consulting company to understand the factors on which the pricing of cars depends. Specifically, they want to understand the factors affecting the pricing of cars in the American market, since those may be very different from the Chinese market. The company wants to know: Which variables are significant in predicting the price of a car How well those variables describe the price of a car Based on various market surveys, the consulting firm has gathered a large dataset of different types of cars across the Americal market. Business Goal You are required to model the price of cars with the available independent variables. It will be used by the management to understand how exactly the prices vary with the independent variables. They can accordingly manipulate the design of the cars, the business strategy etc. to meet certain price levels. Further, the model will be a good way for management to understand the pricing dynamics of a new market.
bharti2810/Investment-Analysis-Case-Study
Problem Statement: You work for Spark Funds, an asset management company. Spark Funds wants to make investments in a few companies. The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively. Business and Data Understanding Spark Funds has two minor constraints for investments: It wants to invest between 5 to 15 million USD per round of investment It wants to invest only in English-speaking countries because of the ease of communication with the companies it would invest in For your analysis, consider a country to be English speaking only if English is one of the official languages in that country
bharti2810/Lending-Case-Study
Analysis Objectives: • If the applicant is likely to repay the loan, then not approving the loan results in a loss of business to the company • If the applicant is not likely to repay the loan, i.e. he/she is likely to default, then approving the loan may lead to a financial loss for the company • The company wants to understand the driving factors (or driver variables) behind loan default, i.e. the variables which are strong indicators of default. The company can utilise this knowledge for its portfolio and risk assessment.
bharti2810/Mlflow1
bharti2810/RASA-Based-Restaurant-Search-Chat-Bot