Introduction to Machine Learning & AI
A required course in the Data Science Certificate Program and Machine and Deep Learning Specialized Study Program. An elective course in the Python for Data Science, Web and CoreProgramming Specialized Studies Program.
This course introduces concepts and topics essential to Machine Learning and AI. Topics covered include predictive analytics algorithms, artificial neural networks, data analysis, and data mining. The design, architecture, and applications of networks for practical applications will be explored. Students will also learn how artificial neural networks, such as multilayered perception, are implemented using Python.
Prerequisite: I&C SCI X426.64 Introduction to Python Programming & I&C SCI X425.99 Practical Math & Stats for Data Science. Recommended prerequisite: I&C SCI X427.05 Fundamentals of Data Science.
Click on "See Details" below and refer to "Special Notes" for additional section specific information.
SPRING 2025
Class Schedule
Event | Date | Day | Start Time | End Time | Location | Room |
---|---|---|---|---|---|---|
Event Start | Date 4/7/2025 | Day MON | Start Time | End Time | Location Online (Access Begins) | Room --- |
Event Synchronous Meeting | Date 4/10/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 4/17/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 4/24/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 5/1/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 5/8/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 5/15/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 5/22/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 5/29/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event End | Date 6/1/2025 | Day SUN | Start Time | End Time | Location Online (Access Ends) | Room --- |
No textbook information is available for this course.
Meet Your Instructor(s)
Special Notes
This course will host live sessions via Zoom. A device with audio and visual will be needed to participate. Synchronous sessions are highly encouraged for an interactive learning experience but are optional. Sessions are recorded and available for viewing, allowing learners to engage with the content at their convenience.
WINTER 2025
Class Schedule
Event | Date | Day | Start Time | End Time | Location | Room |
---|---|---|---|---|---|---|
Event Start | Date 1/20/2025 | Day MON | Start Time | End Time | Location Online (Access Begins) | Room --- |
Event Synchronous Meeting | Date 1/23/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 1/30/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 2/6/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 2/13/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 2/20/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 2/27/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 3/6/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event Synchronous Meeting | Date 3/13/2025 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
Event End | Date 3/16/2025 | Day SUN | Start Time | End Time | Location Online (Access Ends) | Room --- |
No textbook information is available for this course.
Meet Your Instructor(s)
Special Notes
This course will host live sessions via Zoom. A device with audio and visual will be needed to participate. Synchronous sessions are highly encouraged for an interactive learning experience but are optional. Sessions are recorded and available for viewing, allowing learners to engage with the content at their convenience.
Error
Course is already in progress.
You will be assessed a $25 late fee if you are enrolling one day after the course start date. You should work with the instructor to catch up on coursework.
Click OK if you still wish to enroll. Otherwise, click Cancel.