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Machine Learning systems notes. Some ‘ML’ math at the start, hardware stuff in the middle, training/inference and optimizations at the back. LLMs TBD. Linear Models Simplest linear model: $$ y = mx + b $$ $$ y = 2x + 3 $$ Where ‘x’ is the input, and ’m’ is the parameter in the context of machine learning. A multivariable linear function generates a plane. In…
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