Читать книгу AWS Certified Machine Learning Study Guide - Shreyas Subramanian - Страница 26
Domain 2: Exploratory Data Analysis Subdomain 2.1: Sanitize and Prepare Data for Modeling
Оглавление| Exam Objective | Chapter |
|---|---|
| 2.1-1. Identify and handle missing data, corrupt data, stop words, etc. | 6 |
| 2.1-2. Formatting, normalizing, augmenting, and scaling data | 6 |
| 2.1-3. Labeled data (recognizing when you have enough labeled data and identifying mitigation strategies [Data labeling tools (Mechanical Turk, manual labor)]) | 1, 5, 6 |
