Make Your Own Neural Network in Python

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Make Your Own Neural Network in Python

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Make Your Own Neural Network in Python

Make Your Own Neural Network in Python


Machine learning is one of the fastest growing fields, and we cannot emphasize enough about its importance. 

This course aims to teach one of the fundamental concepts of machine learning, i.e., Neural Network. 

You will learn the basic concepts of building a model as well as the mathematical explanation behind Neural Network and based on that; you will build one from scratch (in Python). 

You will also learn how to train and optimize your network to achieve a better result.

We have specifically designed this course for beginners and it does not require any prior programming experience. 

Contents

  • Prologue
  • Introduction
  • Part 1 - A Little Background
  • Part 2 - Let's Get Started!
  • Part 3 - Backward Propagation of Error
  • Part 4 - Adjusting the Link Weights
  • Part 5 - A Gentle Start with Python
  • Part 6 - Neural Network with Python
  • Part 7 - Testing Neural Network against MNIST Dataset
  • Part 8 - Some Suggested Improvements
  • Part 9 - Even More Fun!
  • Epilogue
  • Appendix: A Small Guide to Calculus

Make Your Own Neural Network in Python
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Santosh Kumar
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