Building a Neural Network to Manage a Stock Portfolio

Introduction to Financial Deep Learning

I wanted to write a follow-up article to Build an AI Stock Trading Bot for Free, which describes the development and deployment of an AI model to make trading decisions. This article is to be a precursor to my previous article and introduce deep learning, the mathematics behind it, and a financial application. In my previous article, I emphasize the importance of understanding your AI model beyond importing a library to determine how, and if your network can solve the problem at hand or if there is a more efficient/effective structure. I encourage you to read through this article analytically, the more math pertaining to neural networks you comprehend the better you will be at creating solutions implementing deep learning.

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