Week 9 (October 21 – October 27)

Tuesday, October 22 (1:15 P.M. – 3:15 P.M., LISB 131) Class Session 9
Topics	Training Models on Cloud Platforms Testing and Evaluation Using Cloud Computing
In-Class Activities	Breakout Activity: TBA
Required Readings	Géron – Chapter 3 (Classification) Géron – Chapter 4 (Training Models) Raschka & Mirjalili – Chapter 10 (Predicting Continuous Target Variables with Regression Analysis)
Required Recordings	Lecture Video: Model Training and Model Performance Evaluation
Other Resources	Slides for Model Training and Model Performance Evaluation lecture

Friday, October 25 (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.

Sunday, October 27, @ 11:55 P.M. Weekly Assignments Deadline
Written Assignments Due	Final Project Proposal Description: The Final Project Proposal is a planning document for your Final Project. Please see the Instructions (below) for more details. Final Project Proposal Instructions Starter File: Final Project Proposal Template Final Project Proposal Grading Rubric
Coding Assignments Due	Model Training Assignment Description: In this assignment, you will train multiple machine learning models. You will be running your notebook in an AWSALL SageMaker Notebook Instance. Later, you will be able to adopt this approach for use in your Final Project. Instructions for Model Training Assignment Starter Files for Model Training Assignment Model Training Assignment Grading Rubric

Weekly Course Schedule – Fall 2024