I would like to thank various individuals who made this capstone project possible. First and foremost, I wish to thank my capstone advisor Professor Smith for her invaluable guidance, support,…
The capstone project is meant to demonstrate a culmination of the knowledge and skills gained throughout the degree program. Forming the right committee to evaluate the final presentation is crucial.…
Permutation feature importance works by measuring how a model’s ability to correctly predict target variables declines when the values of a particular feature are randomly shuffled or permuted. This technique…
Good morning everyone, thank you for taking time out of your busy schedules to come to my capstone project presentation today. For my capstone project, I chose to research the…
Banking/Finance Industry: The banking and finance industry could significantly benefit from using predictive analytics for customer retention. Banks have troves of customer data like transaction history, account balances, demographics, location…
Ensuring Privacy and Security One of the biggest challenges will be ensuring strong privacy and security for all users on the platform. As the platform will likely collect, store, and…
One policy change that could help is increased funding for cybersecurity education and training programs at both the K-12 and university levels. Introducing basic cyber awareness and digital literacy concepts…
Feature engineering is the process of transforming raw data into meaningful attributes called features that better represent the underlying problem domain for machine learning algorithms. It is a key part…
AI has the potential to significantly transform nearly every industry in the coming decades. Some of the industries that are likely to see the most dramatic changes from advancements in…
Version control is one of the most important tools that any software developer can use, especially for those developing Android apps. Version control systems, such as Git, allow developers to…
Alma Torres 
Andrew Stroud