Build a mental model for how a neural network works by making one from scratch
Read it!A modern data fairy tale highlighting the importance of mundane tasks in machine learning engineering.
Read it!"What do R2, laboratory error analysis, ensemble learning, meta-analysis, and financial portfolio risk all have in common? The answer is that they all depend on a fundamental principle of statistics that is not as widely known as it should be. Once this principle is understood, a lot of stuff starts to make more sense."
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