Raspberry Pi Deep Learning From Ground Up
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .srt | Duration: 78 lectures (10h 42m) | Size: 4.23 GB

Build Artificial Intelligence Applications from Scratch on Raspberry Pi What you'll learn:
Build Neural Networks from scratch without libraries
Master quantization methods for deploying Neural Networks on Raspberry Pi
Build a Deep Learning Applications for Image Classification on Raspberry Pi
Build a Deep Learning Applications for Object Recognition on Raspberry Pi

Requirements
Raspberry Pi 3

Description
Welcome to the Raspberry Pi Deep Learning From Ground Up™ course.

We are going to embark on a very exciting journey together. We are going to learn how to build deep neural networks from scratch on our Raspberry Pi.

We shall begin by learning the basics of deep learning with practical code showing each of the basic building blocks that end up making a giant deep neural network. All of this on our Raspberry, both training and inference.

As we begin to deal with large datasets we shall start training our neural networks on our computers and then deploying the trained models on our Raspberry Pi. Due to the limited memory and processing power of Raspberry Pi we shall learn methods for quantizing our models before deploying them on our resource constrained Raspberry without compromising the accuracy of our models.