datahacker.rs@gmail.com

Deep Learning

#011 Deep L-layer Neural Network

Neural Network

How deep representation of a Neural Network looks like?

#012A Building a Deep Neural Network

L layer Neural Network

What are the building blocks of a Deep Neural Network?

#012B Building a Deep Neural Network from scratch in Python

L model backward function

How to implement a deep Neural Network in Python from scratch?

#001 CNN Convolutional Neural Networks

Computer Vision

Introduction to Computer Vision

#002 CNN Edge detection

vertical and horizontal edge detection

How can we discover the edges in the picture?

#003 CNN More On Edge Detection

horizontal edge detection

How to choose the proper weights for your filter?

#004 CNN Padding

Applying padding of 1 before convolving with filter

How do we decide the values for padding?

#005 CNN Strided Convolution

Convolutions with a stride of two

How to define the step size of the kernel when traversing the image?

#006 CNN Convolution On RGB Images

Convolution On RGB Image

How to apply strides in volume on Convolutional Neural Network?

#007 CNN One Layer of A ConvNet

Convolution with two filters

How to calculate the number of parameters in Convolutional Neural Networks?

#008 CNN An Example of A Convolutional Neural Network

An example of a convolution

Learn to build your first simple Convolutional Neural Network