Developed a business product with a team of CS Students
Company X once dominated the server chip market, but its share has begun to diminish due to numerous competitors, product delays, and smaller profit margins. This market will only keep growing as advancement and demand for server technologies continues to expand, therefore, regaining market share is of utmost importance for Company X. This project analyzes how Company X can look into regaining server market share through a diversion of funds into emerging markets. The paper highlights the importance of being an early entrant into a relatively untapped, promising regional market by addressing the economics, potential consumers, and competition. Analysis of these factors shows the potential net present value (NPV) that can be achieved by increasing investments in India.
In order to train the model, data was collected from the NBA statistics website. The model was trained on games dating from the 2010 NBA season through the 2017 NBA season. Three separate models were built, predicting the winner, predicting the total points, and finally predicting the margin of victory for a team. These models learned on 80 percent of the data and validated on the other 20 percent. These models were trained for 40 epochs with a batch size of 15.
The model for predicting the winner achieved an accuracy of 65.61 percent, just slightly below the accuracy of other experts in the field of predicting the NBA. The model for predicting total points performed decently as well, it could beat Las Vegas’ prediction 50.04 percent of the time. The model for predicting margin of victory also did well, it beat Las Vegas 50.58 percent of the time.
The goal of Dough is to create financial content that educates college students and young adults in areas of financial literacy. College students and young adults generally have debt from student loans, and typically don’t have much time to work as they focus on school and earn their degree. Financial literacy can make the lives of young adults much easier, however this is typically not a resource that is easily available to them. Our proposed solution to fight the lack of financial literacy is to create educational content including videos, articles, and a website that educates students and young adults on how to acquire good financial habits.