Stat 280 Practical Machine Learning for Business AY 2022-2023.

COURSE DESCRIPTION:

This course covers the end- to-end discussion of three machine learning use cases used in business namely: recommender systems, fraud detection and conversational chatbot. This will include discussion on concepts, processes, and hands-on analysis and modeling to address the business requirements for each use case. This course will make use of python programming.

 

COURSE GOALS

 

At the end of this course, students will be able to

·       Understand the various machine learning techniques that can be used for recommendation engines, fraud detection and conversational chatbots;

·       Be familiar with the use of python programming and jupyter notebook for data science.

·       Apply the appropriate machine learning algorithm/s to address new data science use case requirements