CLD-4300 AI, Machine Learning, and Big Data in the Cloud
This course provides an introduction to the essential concepts of data analysis performed in the cloud. Specifically, the course will present the models, methods, techniques, and systems used to analyze large data sets on cloud computing platforms. Topics include data mining, knowledge discovery, and the use of artificial intelligence and machine learning to perform data analysis. This course also teaches how to build foundational cloud computing infrastructure, including websites involving serverless technology and virtual machines.
Advisory: It is advisable to have knowledge in courses equivalent to the following with a grade of C or better to succeed in this course: CLD-1100: Introduction to Cloud Computing; CLD-2100: Operation and Management of Cloud Computing Systems; ITS-1500: Computer Programming I; ITS-1300: Database Fundamentals; ITS-1400: Introduction to Networking; ITS-2310: Database Programming; ITS-2610: Linux; CIS-3200: System Analysis and Design I; CYB-4510: Cloud Security and Privacy; CLD-4100: Developing Software in the Cloud; and CLD-4200: Architecting Cloud Solutions. Students are responsible for making sure they have the necessary knowledge.