Schedule for CMU 10-718: Spring 2026
| Date | Class Type | Topic | Resources | Announcements |
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| Tues Jan 13, 2026 | Lecture | Intro and Overview / Slides (pdf) |
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| Thurs Jan 15, 2026 | Lecture | ML Project Deep Dive |
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| Tues Jan 20, 2026 | Lecture | State of ML |
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| Thurs Jan 22, 2026 | Lecture | Problem Formulation |
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| Tues Jan 27, 2026 | Lecture | Data & Feature Engineering |
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| Thurs Jan 29, 2026 | Lecture | Model Selection |
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| Tues Feb 3, 2026 | Lecture | Project Checkins |
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| Thurs Feb 5, 2026 | Lecture | Hyperparam Tuning |
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| Tues Feb 10, 2026 | Lecture | Distribution Shift 1 |
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| Thurs Feb 12, 2026 | Lecture | Distribution Shift 2 |
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| Tues Feb 17, 2026 | Lecture | Privacy |
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| Thurs Feb 19, 2026 | Lecture | Project Pitches |
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| Tues Feb 24, 2026 | Lecture | Project Pitches |
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| Thurs Feb 26, 2026 | Lecture | Interpretability |
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| Tues Mar 10, 2026 | Lecture | Fairness |
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| Thurs Mar 12, 2026 | Lecture | Safety |
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| Tues Mar 17, 2026 | Lecture | Model Compression |
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| Thurs Mar 19, 2026 | Lecture | Uncertainty and Calibration |
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| Tues Mar 24, 2026 | Lecture | Causality |
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| Thurs Mar 26, 2026 | Lecture | ML and Intervention |
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| Tues Mar 31, 2026 | Lecture | Performativity |
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| Thurs Apr 2, 2026 | Lecture | Project Presentations |
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| Tues Apr 7, 2026 | Lecture | Project Presentations |
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| Tues Apr 14, 2026 | Lecture | TBA |
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| Thurs Apr 16, 2026 | Lecture | TBA |
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| Tues Apr 21, 2026 | Lecture | TBA |
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| Thurs Apr 23, 2026 | Lecture | TBA |
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