Data Science and Machine Learning (Theory and Projects) A to Z - Data Preparation and Preprocessing: One Hot Encoding

Data Science and Machine Learning (Theory and Projects) A to Z - Data Preparation and Preprocessing: One Hot Encoding

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Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial demonstrates how to convert text data into numeric form using a real dataset from the UCI Machine Learning repository. It explains the classification task of predicting whether a person earns over 50K a year, using features like age, work class, and education. The tutorial covers data preparation for machine learning, including one hot encoding and converting class labels to numeric form. Finally, it shows how to save the transformed data for future use.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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