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This repository contains the solutions to all the assignments that were done as part of enhancing the learning experience in the CS6910: Fundamentals of Deep Learning course offered by Indian Institute of Technology Madras. The course was taught by Prof. Mitesh Khapra.

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ArupDas15/Fundamentals_Of_Deep_Learning

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Description:

This repository contains the solutions to all the assignments that were done as part of enhancing the learning experience in the CS6910: Fundamentals of Deep Learning course offered by Indian Institute of Technology Madras. The course was taught by Prof. Mitesh Khapra.

  1. In the first assignment we create a neural network model and implement the variants of gradient descent from scratch.
  2. In the second assignment we train a CNN model from scratch.
  3. In the third assingment we create a transliteration system using RNN.

Installations:

To download the repository, type the below command in the command line interface of git:

git clone https://github.com/ArupDas15/Fundamentals_Of_Deep_Learning.git

You can also download the entire repository as a zip file from the Download ZIP option as shown in the image below (click on the Code button to the right to get the Download ZIP option):

image

Contributors:

Name Contact LinkedIn/ Website
1 Arup Das [email protected] https://www.linkedin.com/in/arup-das-90033a153/
2 Utsav Dey [email protected] https://www.linkedin.com/in/utsav-dey/

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This repository contains the solutions to all the assignments that were done as part of enhancing the learning experience in the CS6910: Fundamentals of Deep Learning course offered by Indian Institute of Technology Madras. The course was taught by Prof. Mitesh Khapra.

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