Introduction to Machine Learning & AI
A required course in the Data Science Certificate Program and an required course in the Machine and Deep Learning Specialized Study 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
SPRING 2024
Class Schedule
| Event | Date | Day | Start Time | End Time | Location | Room |
|---|---|---|---|---|---|---|
| Event Start | Date 4/8/2024 | Day MON | Start Time | End Time | Location Online (Access Begins) | Room --- |
| Event OL-LEC | Date 4/11/2024 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 4/18/2024 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 4/25/2024 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 5/2/2024 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 5/9/2024 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 5/16/2024 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 5/23/2024 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 5/30/2024 | Day THU | Start Time 08:00 PM | End Time 09:00 PM | Location Zoom | Room |
| Event End | Date 6/2/2024 | Day SUN | Start Time | End Time | Location Online (Access Ends) | Room --- |
Textbook Information
Required Textbook(s):
Special Notes:
SUMMER 2024
Class Schedule
| Event | Date | Day | Start Time | End Time | Location | Room |
|---|---|---|---|---|---|---|
| Event Start | Date 7/15/2024 | Day MON | Start Time | End Time | Location Online (Access Begins) | Room --- |
| Event OL-LEC | Date 7/17/2024 | Day WED | Start Time 03:00 PM | End Time 04:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 7/24/2024 | Day WED | Start Time 03:00 PM | End Time 04:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 7/31/2024 | Day WED | Start Time 03:00 PM | End Time 04:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 8/7/2024 | Day WED | Start Time 03:00 PM | End Time 04:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 8/14/2024 | Day WED | Start Time 03:00 PM | End Time 04:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 8/21/2024 | Day WED | Start Time 03:00 PM | End Time 04:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 8/28/2024 | Day WED | Start Time 03:00 PM | End Time 04:00 PM | Location Zoom | Room |
| Event OL-LEC | Date 9/4/2024 | Day WED | Start Time 03:00 PM | End Time 04:00 PM | Location Zoom | Room |
| Event End | Date 9/8/2024 | Day SUN | Start Time | End Time | Location Online (Access Ends) | Room --- |
No textbook information is available for this course.
Special Notes:
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