Week 7 (October 7 – October 13)

Tuesday, October 8 (1:15 P.M. – 3:15 P.M., LISB 131) Class Session 7
Topics	Building Pipelines For Machine Learning
In-Class Activities	Review solutions to prior assignments from prior week. Lecture: Building Pipelines For Machine Learning Demo: Machine Learning Pipelines Example Breakout Activity: TBA
Required Readings	Géron – Chapter 2 (End-to-End Machine Learning Project)
Optional Readings	IBM (2024). What is a machine learning pipeline?
Other Resources	Slides for Building ML Pipelines lecture Mind Map: What is a ML Pipeline Demo project for Building ML Pipelines This is a cleaned-up version of the project that I used to do the demo during class. You can open it up and view it using PyCharm. Or, you can upload the files to an AWS SageMaker Notebook Instance and run the project on AWS.

Friday, October 11 (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 13, @ 11:55 P.M. Weekly Assignments Deadline
Coding Assignments Due	Building ML Pipelines Assignment Description: In this assignment, you will build a machine learning pipeline. In this assignment, the entire workflow will be implemented in a single Jupyter Notebook. 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. Building ML Pipelines Assignment Instructions: Resource is not yet available. Expected availability date is Monday, October 7. Building ML Pipelines Assignment Starter File: Resource is not yet available. Expected availability date is Monday, October 7. Building ML Pipelines Assignment Grading Rubric: Resource is not yet available. Expected availability date is Monday, October 7.

Sunday, October 13, @ 11:55 P.M.
Weekly Assignments Deadline

Coding Assignments Due

Building ML Pipelines Assignment
Description: In this assignment, you will build a machine learning pipeline. In this assignment, the entire workflow will be implemented in a single Jupyter Notebook. 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.
- Building ML Pipelines Assignment Instructions: Resource is not yet available. Expected availability date is Monday, October 7.
- Building ML Pipelines Assignment Starter File: Resource is not yet available. Expected availability date is Monday, October 7.
- Building ML Pipelines Assignment Grading Rubric: Resource is not yet available. Expected availability date is Monday, October 7.

Weekly Course Schedule – Fall 2024