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"Deep Learning - Visual Exploration for Deep Understanding"-Ref.:Udemy.com | Deep Learning | Visual Exploration | Visual | Deep Understanding: Visual, Deep Learning, Visual Exploration, Deep Understanding



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"Deep Learning - Visual Exploration for Deep Understanding"-Ref.:Udemy.com
Reference: https://www.udemy.com/deep-learning-visual-exploration-for-deep-understanding/
   
" * Deep neural networks visually explained, in plain english & without complex math * What Will I Learn? * Deep understanding of what is deep neural network and how exactly it works under the hood to come up with good predictions in real life problems (we will only explore feedforward deep neural network for binary classification in our course, but we discuss fundamentals so knowledge you will get is also applicable to all the other network types!) * Understand what is decision boundary and how exactly it is formed by a deep neural network * Understand why deep neural networks are also knows as function approximators * Curriculum For This Course - Lectures * Deep Learning - Deep Understanding by Visual Exploration * Before We Begin * What We Will Do * Visual Exploration - Tensorflow Playground * Preparing Data * Creating Basic Deep Neural Network (DNN) * Visual Exploration - Sigmoid Function * Finding Parameters * Visual Exploration - Signal Journey Through DNN 2D * Backpropagation Intro * Visual Exploration - Signal Journey Through DNN 3D * Visual Exploration - Visualizing Neurons of Our DNN * Visual Exploration - Slices 2D * Visual Exploration - Slices 3D * Visual Exploration - Decision Boundary * Summary & Homework " - Ref.: Udemy.com 


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