Data Science & Analytics
203 learners
Shaping and Transforming Features
Transform raw data into meaningful features using encoding, binning, and interaction terms. Enhance dataset representation by uncovering relationships within the data, paving the way for more insightful analysis and model building.
Numpy
Pandas
Python
Scikit-learn
4 lessons
18 practices
1 hour
Data Cleaning and Preprocessing
Course details
Categorical Data Encoding Techniques
Identify Categorical Columns in Data
One-hot Encoding with Pandas
Refining One-Hot Encoding Parameters
One-hot Encode with Scikit-Learn
Label Encode the Titanic Data
Efficient Label Encoding with Loops
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