Image Recognition with Neural Networks From Scratch

Image Recognition with Neural Networks From Scratch
Write An Image Recognition Program in Python

What you'll learn
Write a Python program that recognizes images from scratch without using any libraries!
Understand A Neural Network is.
Understand some important mathematical prerequisites such as functions and their computational graphs.
Understand conceptually what a derivative and a gradient is to fully appreciate the Gradient Descent Algorithm.
Understand the Gradient Descent Algorithm, the central algorithm in machine learning with Neural Networks.
Understand Backpropagation and its importance in computing gradients.
Be able to implement the full Python program in 50 lines of code that recognizes images.

3 hours on-demand video

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