Modeling Math Foundations
Notes on Modeling Math Foundations for ML platform / Applied AI interview preparation. The file index below shows what's in scope; click through to the individual notes for the depth.
Interview talking points
- Skim the file index below for the questions this folder helps answer.
- Cross-reference notes on related topics from the home page.
Files in this folder
| File | Title |
|---|---|
| 01-matrix-theory-and-linear-algebra.md | Matrix Theory and Linear Algebra in MangaAssist |
| 02-linear-regression-and-generalized-models.md | Linear Regression and Generalized Models in MangaAssist |
| 03-neural-network-architectures.md | Neural Network Architectures in MangaAssist |
| 04-embedding-and-retrieval-architectures.md | Embedding and Retrieval Architectures in MangaAssist |
| 05-tools-and-libraries.md | Tools and Libraries for Modeling Foundations in MangaAssist |
| README.md | Mathematical Foundations of Modeling in MangaAssist |
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