Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Activity-Feature Scaling

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Activity-Feature Scaling

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Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial discusses dimensionality reduction, focusing on feature selection and extraction methods. It highlights the limitations of traditional methods when applied to big data, characterized by high dimensionality and numerous sample points. The instructor encourages exploring these limitations to develop new algorithms, presenting it as a hot research topic. The course concludes with a motivational note for future learning.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

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

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