Skill

Explore Feature Engineering and Data Preparation

February 2024 with Jonathan Barrios

Join Jonathan Barrios as he navigates feature engineering and data preparation: wrangle the Titanic dataset and get hands-on experience with feature engineering and data prep from scratch. In this skill, you'll go start with a starting empty notebook and end up with a working machine learning model.

Recommended Experience

2 to 5 years of data analytics experience

Related Job Functions

Data Analyst
Data Scientist
Data Engineer

Jonathan Barrios brings over a decade of teaching experience to deliver cutting-edge programming, data analytics, data science, and machine learning skills to CBT Nuggets.

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Skill Outline

1. Introduction (7:57)
2. Handling Missing Data (11:42)
3. Handling Outliers (7:16)
4. One Hot Encoding (6:18)
5. Define, Split and Scale Features (9:29)
6. Measuring Survival Accuracy (2:54)
7. Challenge (0:54)

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