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Deep Learning - Convolutional Neural Networks (CNN)
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Duration
1.5 hours session
Course outline
Design
Convolutional Neural Networks (CNN):-
- Overview of Convolutional Neural Networks (CNN)
- CNN for Multi-Class Supervised Classification
- Activation Functions
- CNN on Image Data
Prerequisite knowledge
Python Programming Knowledge
Deep Neural Network (DNN) Fundamentals
Learning outcomes
This practical hands-on session will introduce the learners to Convolutional Neural Networks (CNN). It will further act an introductory session for those interested in exploring this branch of Deep Learning that focuses on computer vision.
Software / Hardware requirements
Anaconda Distribution
Install the ‘64-bit Graphical installer’
Python
(For both Windows & macOS)
Sugggested link:
https://www.anaconda.com/products/individual
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