- CFA Exams
- 2021 Level II
- Study Session 3. Quantitative Methods (2)
- Reading 8. Big Data Projects
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Learning Outcome Statements PDF Download
| 1. Steps in executing a data analysis project a. state and explain steps in a data analysis project; | |
| 2. Data preparation and wrangling b. describe objectives, steps, and examples of preparing and wrangling data; | |
| 3. Data exploration objectives and methods c. describe objectives, methods, and examples of data exploration; | |
| 4. Model training d. describe objectives, steps, and techniques in model training; | |
| 5. Financial forecasting project: classifying and predicting sentiment for stocks e. describe preparing, wrangling, and exploring text-based data for financial forecasting; f. describe methods for extracting, selecting and engineering features from textual data; g. evaluate the fit of a machine learning algorithm. |
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