Statistical Inference
Notes on Statistical Inference 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-hypothesis-testing.md | Hypothesis Testing in MangaAssist |
| 02-confidence-intervals.md | Confidence Intervals in MangaAssist |
| 03-t-tests.md | T-Tests in MangaAssist |
| 04-chi-square-tests.md | Chi-Square Tests in MangaAssist |
| 05-additional-statistical-tests.md | Additional Statistical Tests in MangaAssist |
| 06-tools-and-libraries.md | Tools and Libraries for Statistical Inference in MangaAssist |
| 07-importance-for-mlops-engineers.md | Why Hypothesis Testing Matters for an MLOps Engineer |
| 08-deep-dive-scenarios-hypothesis-testing.md | Deep Dive Scenarios: How I Used Hypothesis Testing in MangaAssist |
| README.md | Statistical Inference in MangaAssist |
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