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Add Basic Machine Learning Algorithms under the optional section#2107

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jwasham:mainfrom
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Add Basic Machine Learning Algorithms under the optional section#2107
riyanj220 wants to merge 1 commit into
jwasham:mainfrom
riyanj220:patch-1

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@riyanj220
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Hi John! Massive fan of this curriculum, it's legendary.

I noticed there isn't much on basic AI/ML algorithms in the optional "Additional Learning" section. I built an educational tool that shows the step-by-step manual math for classic algorithms (KNN, Minimax, Alpha-Beta pruning, etc.).

I thought it might be a helpful resource for engineers who want to understand how these algorithms actually work under the hood without needing to learn heavy Python libraries.

Put it under the Optional section so it doesn't distract from the core SWE study plan. Feel free to reject if it doesn't fit the strict scope of the repo!

Added a new section for Basic Machine Learning Algorithms with a link to interactive calculators.
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