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STARK STATE COLLEGE
GENERAL SYLLABUS
Course Information
Course Name: Machine Learning
Course Number: AIN211
Required Materials
| Textbook(s): | None |
|---|---|
| Required Readings: | None |
| Additional Materials: | None |
Course Outline/Calendar
The date of coverage and order of coverage may be modified based on the faculty member and events beyond the control of faculty members that interfere with class times and teaching.
| Week | Chapter/Topic/Lab |
|---|---|
| Week 1 | Topic: Introduction to Machine Learning• Week 1 Assignment, Week 1 Quiz |
| Week 2 | Topic: Tools to Implement AI Part 1• Week 2 Assignment, Week 2 Quiz |
| Week 3 | Topic: Tools to Implement AI Part 1• Week 3 Assignment, Week 3 Quiz |
| Week 4 | Topic: No-Code Tools for Data Exploration• Week 4 Assignment, Week 4 Quiz |
| Week 5 | Topic: Supervised Learning Part 1• Week 5 Assignment, Week 5 Quiz |
| Week 6 | Topic: Supervised Learning Part 2• Week 6 Assignment, Week 6 Quiz |
| Week 7 | Topic: Unsupervised Learning Part 1• Week 7 Assignment, Week 7 Quiz |
| Week 8 | Topic: Unsupervised Learning Part 2• Week 8 Assignment, Week 8 Quiz |
| Week 9 | Topic: Reinforcement Learning• Midterm, Reinforcement Learning Discussion Forum |
| Week 10 | Topic: Neural Networks• Week 10 Assignment, Week 10 Quiz |
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| Week | Chapter/Topic/Lab |
|---|---|
| Week 11 | Topic: Deep Learning 1• Week 11 Assignment, Week 11 Quiz |
| Week 12 | Topic: Deep Learning 2• Week 12 Assignment, Week 12 Quiz |
| Week 13 | Topic: ML Project – Supervised Learning• Week 12 Assignment, Week 13 Quiz |
| Week 14 | Topic: ML Project – Unsupervised Learning• Week 13 Assignment, Week 14 Quiz |
| Week 15 | Topic: Deep Learning Project• Week 15 Assignment, Week 15 Quiz |
| Week 16 | Final Exam |