Download Applied Deep Learning - Part 1 - Artificial Neural Networks - by Arden Dertat - Towards Data Science PDF Free - Full Version
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About Applied Deep Learning - Part 1 - Artificial Neural Networks - by Arden Dertat - Towards Data Science
This document provides an overview of artificial neural networks (ANN) and deep learning. It will cover ANN, logistic regression, and other deep learning techniques using hands-on code examples with Keras. The tutorial introduces ANN and their intuition as multi-layer networks that perform non-linear transformations of input data through multiple hidden layers. It explains the forward and backward passes of ANN and how weights are updated through backpropagation and gradient descent to train models. Code and visualizations will demonstrate applying these techniques to classification problems.
Detailed Information
| Author: | ['Monika Dhochak'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 34 |
| Language: | English |
| Format: | |
| Price: | FREE |
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