- CFA Exams
- 2025 Level II
- Topic 1. Quantitative Methods
- Learning Module 7. Big Data Projects
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Learning Outcome Statements PDF Download
| 1. Steps in Executing a Data Analysis Project identify and explain steps in a data analysis project; | |
| 2. Data Preparation and Wrangling describe objectives, steps, and examples of preparing and wrangling data; | |
| 3. Data Exploration Objectives and Methods describe objectives, methods, and examples of data exploration; | |
| 4. Model Training describe objectives, steps, and techniques in model training; | |
| 5. Financial Forecasting Project: Classifying and Predicting Sentiment for Stocks describe preparing, wrangling, and exploring text-based data for financial forecasting; describe methods for extracting, selecting and engineering features from textual data; evaluate the fit of a machine learning algorithm. |
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