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How to Use ML.NET to Write Crushing Metal Riffs

NDC Conferences via YouTube

Overview

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Learn how to utilize ML.NET to write crushing metal riffs by harnessing deep learning techniques like Recurrent Neural Networks. Gain insights into using ML.NET, understanding deep learning concepts, and crafting metal songs. The course covers topics such as linear functions, neural networks, Tensorflow, and guitar profiles. This course is designed for individuals interested in combining machine learning with music composition, particularly metal enthusiasts and .NET developers looking to incorporate machine learning into their applications.

Syllabus

Intro
About me
Machine learning
Linear function
Visualizing linear function
Example of linear function
Activation function
Neural networks
Output
LS DMS
Recurrent Neural Networks
Piano vs Guitar
Tablatures
ML NET
Why we know the right answer
Tensorflow
Sequences
Guitar Profiles
Bars
Output file
C code
Future work
Machine learning examples

Taught by

NDC Conferences

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