feat: add beginner-friendly solutions and educational flashcards#332

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Z41N-B1N-KH4L1D wants to merge 16 commits intocodebasics:masterfrom

Z41N-B1N-KH4L1D:master

Commits on Oct 17, 2025

1st two exercise solution and flash cards for learning added.
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Commits on Oct 27, 2025

added: lecture content, flashcards, solution for Gradient_Descent
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Commits on Feb 2, 2026

Commits on Feb 3, 2026

Added solution.ipynb for One hot encoding, having solution for both methods
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Commits on Feb 4, 2026

Commits on Feb 6, 2026

Commits on Feb 7, 2026

added solution for better understanding for KMeans clustering
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Commits on Feb 8, 2026

added solution for understanding for Naive Bayes Exercise
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Commits on Feb 9, 2026

added solution for better understanding for GridSearchCv
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Commits on Feb 10, 2026