Machine Learning and Deep Learning for Beginners

1 minute read

Published:

This paper summarizes resources for learning machine learning and deep learning for beginners.

Overview

Python

I strongly recommend installing Anaconda Distribution.

Machine Learning

Deep Learning Tutorials

Convolutional Neural Networks (CNN)

What is Convolutional Neural Networks (CNN)

CNN Examples

Common CNN Architecture

AlexNet

Development Tool

Keras

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