Deep Learning for Beginners

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This paper summarizes resources for deep learning for beginners.

Overview

Deep Learning Tutorials

Convolutional Neural Networks (CNN)

What is Convolutional Neural Networks (CNN)

CNN Examples

Common CNN Architecture

AlexNet

Few Shot Learning

Development Tool

Python

I strongly recommend installing Anaconda Distribution.

Keras

Matlab

Code Snippet

  • Check the installed packages
    conda list
    
  • Install a particular tensorflow version using conda
    conda install -c conda-forge tensorflow=1.13
    

Online Resources

Matlab Resources

Matlab has provided lots of useful resources.