Deep Learning Pipeline: Building a Deep Learning Model with TensorFlow

© Hisham El-Amir and Mahmoud Hamdy 2020

H. El-Amir, M. HamdyDeep Learning Pipelinehttps://doi.org/10.1007/978-1-4842-5349-6_9

9. Deep Learning Fundamentals

Hisham El-Amir¹  and Mahmoud Hamdy¹

(1)

Jizah, Egypt

 

In this chapter, we will describe a very important topic in deep learning fundamentals, the basic functions that deep learning is built on. Then we will try to build layers from these functions and combine these layers together to get a more complex model that will help us solve more complex problems, and all that will be described by TensorFlow examples.

First we will describe the smallest component of almost any deep neural network, which is the neuron and sometimes called perceptron . We will discuss it in some detail, and we will deep dive ...