Deep Learning CNN Convolutional Neural Networks with Python - Focus of the Course

Deep Learning CNN Convolutional Neural Networks with Python - Focus of the Course

Assessment

Interactive Video

Information Technology (IT), Architecture, Other

University

Hard

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This course provides a comprehensive introduction to convolutional neural networks (CNNs), starting from classical computer vision techniques and progressing to advanced deep learning models. It emphasizes a Pythonic approach, using Python code to simplify complex concepts like backpropagation and convolution. The course covers recent models and frameworks, including Tensorflow and Mobilenet, and includes practical projects on transfer learning and object detection. Designed for beginners, it offers live coding sessions and activities to enhance understanding.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some of the recent models and algorithms introduced in the course?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the approach taken in the course to teach deep learning concepts.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the course ensure that students understand both the basics and advanced topics in convolutional neural networks?

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