Explore essential machine learning preparation using the Titanic Dataset. Gain skills in cleaning and preprocessing historical data with Python and Pandas, readying it for ML models and accurate analytics.
Overview
Syllabus
- Lesson 1: Data Preprocessing: The Titanic Dataset Exploration
- Lesson 2: Wrangling Missing Data: Techniques Applied to the Titanic Dataset
- Lesson 3: Outlier Detection and Handling in the Titanic Dataset
- Lesson 4: Data Transformation with the Titanic Dataset
- Lesson 5: Data Preprocessing: Mastering Normalization and Standardization Techniques
- Lesson 6: Feature Engineering: Enhancing the Titanic Dataset for Survival Predictions
- Lesson 7: Training a Machine Learning Model with the Titanic Dataset
