How Much Data Is Available for Machine Learning?

There are 5,000 stocks available at any point in time for machine learning to work on. This is far too small for most machine learning applications and impossibly small for advanced approaches such as deep learning. For me, when I think about that, there's more than 3 million examples of companies with different outcomes which can be applied to new companies. There's not as much data as there is if you were trying to build a language model where you have all the Wikipedia and every book ever read but still certainly enough data.

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