Weekly Course Schedule – Summer 2024

IS597 - MLC - Machine Learning Pipelines Using Cloud-Based Platforms

Meets Wednesday Evenings Online

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Week 9 (July 8 – July 14)



Wednesday, July 10   (6:00 P.M. – 8:00 P.M., Zoom)
Class Session 8
Topics
  • Training Models on Cloud Platforms
In-Class Activities
  • Review solutions to prior assignments from prior week.
  • Lecture: Training Models on Cloud Platforms
  • Breakout Activity: TBA
Required Readings
  • Géron – Chapter 3 (Classification)
  • Géron – Chapter 4 (Training Models)
Other Resources
  • Slides for Training Models lecture: Resource is not yet available. Expected availability date is Wednesday, July 10.


Friday, July 12   (2:00 P.M. – 3:00 P.M., Zoom)
Optional Session
Lab Session
On Friday afternoons from 2:00 PM till 3:00 PM, we will be holding an optional Lab Session using Zoom. Please drop by to ask a question, to discuss solutions to previous assignments, to get help with the current assignment, to discuss the final project, or just to say hello. Please use a headset while participating.


Tuesday, July 16, @  11:55 P.M.
Weekly Assignments Deadline
Coding Assignments Due
  • Model Training Assignment
    Description: In this assignment, you will train multiple machine learning models. In this assignment, you might be asked to create more than one Jupyter Notebook. You will be running your notebook(s) in an AWSALL SageMaker Notebook Instance. Later, you will be able to adopt this approach for use in your Final Project.
    • Model Training Assignment Instructions: Resource is not yet available. Expected availability date is Wednesday, July 10.
    • Model Training Assignment Starter Files: Resource is not yet available. Expected availability date is Wednesday, July 10.
    • Model Training Assignment Grading Rubric: Resource is not yet available. Expected availability date is Wednesday, July 10.