Workshop Neural Network - Identify the genre of a music 💻

Table of Contents

1. Introduction
2. Requirements
3. Workshop Content
4. Sources

Introduction 🎯

Artificial intelligence is one of the most exciting topics in computer science today. The following workshop session aims to give you a general understanding of how genetic algorithm works, its benefits and limitations, and how to implement it in your own A.I. projects. Workshop to discover Neural Network through the subject of identify the genre of a music

Requirements 📚

The workshop is based on python container to ease the work. You must have Docker 🐳 installed in your environment.

Once you arrive to the 2nd step, you will need to download the data.zip, put it in the root of the project, extract it (manually) and execute the following commands:

> sudo docker run -v $PWD:/mnt -w /mnt -it miseyu/docker-ubuntu16-python3.6:latest
    $> apt-get update && apt-get install -y ffmpeg
    $> pip install --upgrade pip
    $> python3.6 -m pip install -r requirements.txt

If you exit the container, you can use the following command to restart it:

> docker start [container_id]
> docker exec -it -w /mnt [container_id] bash

Workshop Content 💡

The workshop is divided into 3 parts:

• Part 1: Introduction to neural networks and the basics of the machine learning
• Part 2: Developing a neural network
• Part 3: Testing and upgrading the neural network

You will find the content of all these parts in the pdf here

Sources 📓

Datas from here

How to extract the data from here

Helps us link

Good other project link