So I'm currently doing research for a machine learning project I want to implement. Outside of work for free online courses, I've only ever done linear regression, both from scratch and using scikit-learn. I learned that doing what I want to do would require neural networks (deep learning, which is best done with a GPU).
I have a few questions:<p><pre><code> 1. if I'm using prebuilt models (the app consists of determining the probability that a song is X genre) do I need a GPU? I know I'll still need tensorflow (the lib I'll be using).
2. What is the typical protocol for setting up AI-powered apps like this? This is the first time I'm doing this
3. If I need a good GPU, who is the best afforable host?
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Thanks in advance