MLIT(Round 2)

A media company wants to use machine learning to better understand and predict audience behavior. How can they use machine learning algorithms to achieve this goal?

A company wants to predict customer churn based on their past behavior and demographic information. What type of algorithm would be suitable for this task?

(Customer churn is the percentage of customers that stopped using your company's product or service during a certain time frame)

A healthcare company wants to predict patient readmissions to the hospital based on their medical history and treatment records. What type of algorithm would be suitable for this task?

A credit card company is using a machine learning model to detect fraud. Which machine learning model would be best and what evaluation metrics would you suggest they use to assess the model's performance?

A retail company wants to use machine learning to improve its customer targeting and personalization efforts. How can they go about using machine learning to achieve this goal?