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January 2023 Details
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@@ -27,30 +27,30 @@ Some additional time will be reserved for discussion of real programming challen | |
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| | Day | Topic | Time | | ||
| | :-: | :----------------------------------------------------------------------------- | :-----------: | | ||
| | 1 | Introductions | 9:00 - 9:15 | | ||
| | | Setting the Stage | 9:15 - 9:30 | | ||
| | | Git & version control | 9:30 - 10:15 | | ||
| | | Break | 10:15 - 10:30 | | ||
| | | EDA & Our First scikit-learn Model | 10:30 - 12:00 | | ||
| | | Q&A | 12:00 - 12:30 | | ||
| | 2 | Q&A | 8:45 - 9:00 | | ||
| | | Modular Code | 9:00 - 10:00 | | ||
| | | Feature Engineering | 10:00 - 11:00 | | ||
| | | Break | 11:00 - 11:15 | | ||
| | | Case Study, pt. 1 | 11:15 - 12:00 | | ||
| | | Q&A | 12:00 - 12:30 | | ||
| | 3 | Q&A | 8:45 - 9:00 | | ||
| | | Model Evaluation & Selection | 9:00 - 10:15 | | ||
| | | Break | 10:15 - 10:30 | | ||
| | | More on Modular Code | 10:30 - 11:15 | | ||
| | | Unit Tests | 11:15 - 12:00 | | ||
| | | Q&A | 12:00 - 12:30 | | ||
| | 4 | Q&A | 8:45 - 9:00 | | ||
| | | More on Unit Tests | 9:00 - 9:30 | | ||
| | | ML lifecycle management | 9:30 - 10:30 | | ||
| | | Break | 10:30 - 10:45 | | ||
| | | Case Study, pt. 2 | 10:45 - 11:45 | | ||
| | | Case Study Review, pt. 2 and Q&A | 11:45 - 12:30 | | ||
| | 1 | Introductions | 12:45 - 1:00 | | ||
| | | Setting the Stage | 1:00 - 1:15 | | ||
| | | Git & version control | 1:15 - 2:00 | | ||
| | | Break | 2:00 - 2:15 | | ||
| | | EDA & Our First scikit-learn Model | 2:15 - 3:45 | | ||
| | | Q&A | 3:45 - 4:15 | | ||
| | 2 | Q&A | 12:45 - 1:00 | | ||
| | | Modular Code | 1:00 - 2:00 | | ||
| | | Feature Engineering | 2:00 - 3:00 | | ||
| | | Break | 3:00 - 3:15 | | ||
| | | Case Study, pt. 1 | 3:15 - 4:00 | | ||
| | | Q&A | 4:00 - 4:15 | | ||
| | 3 | Q&A | 12:45 - 1:00 | | ||
| | | Model Evaluation & Selection | 1:00 - 2:15 | | ||
| | | Break | 2:15 - 2:30 | | ||
| | | More on Modular Code | 2:30 - 3:15 | | ||
| | | Unit Tests | 3:15 - 4:00 | | ||
| | | Q&A | 4:00 - 4:15 | | ||
| | 4 | Q&A | 12:45 - 1:00 | | ||
| | | More on Unit Tests | 1:00 - 1:30 | | ||
| | | ML lifecycle management | 1:30 - 2:30 | | ||
| | | Break | 2:30 - 2:45 | | ||
| | | Case Study, pt. 2 | 2:45 - 3:45 | | ||
| | | Case Study Review, pt. 2 and Q&A | 3:45 - 4:15 | | ||
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| ### Course Preparation | ||
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@@ -88,3 +88,5 @@ If you have any specific questions prior to the class you can reach out to us di | |
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| * Ethan Swan: [GitHub](https://www.github.com/eswan18) & [Email](mailto:[email protected]) | ||
| * Bradley Boehmke: [GitHub](https://www.github.com/bradleyboehmke) & [Email](mailto:[email protected]) | ||
| * Gus Powers: [GitHub](https://www.github.com/augustopher) & [Email](mailto:[email protected]) | ||
| * Jay Cunningham: [GitHub](https://github.com/cunningjames) & [Email](mailto:[email protected]) | ||
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