Deep Learning - Deep Neural Network for Beginners Using Python - Linear to Non-Linear Boundaries

Deep Learning - Deep Neural Network for Beginners Using Python - Linear to Non-Linear Boundaries

Assessment

Interactive Video

Information Technology (IT), Architecture, Physics, Science

University

Hard

Created by

Wayground Content

FREE Resource

The video discusses the limitations of linear solutions in classification problems, particularly when data is not linearly separable. It introduces the concept of nonlinear boundaries and suggests combining multiple linear boundaries to create a nonlinear boundary. The discussion includes examples of how different boundaries can be combined and the potential use of logical gates to achieve this. The video concludes with questions about the number of boundaries needed and the methods of combining them, setting the stage for further exploration of nonlinear solutions.

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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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