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ai-notes

AAIC Notes

Notes-Combined.pdf is the up to date version with both digital and handwritten versions, bookmarked.

  • SQL

  • Plotting for Exploratory Data Analysis

  • Linear Algebra

  • Probability and Statistics

  • Dimensionality Reduction and Visualization

  • Principal Component Analysis

  • T-distributed Stochastic Neighborhood Embedding (t-SNE)

  • Amazon Fine Food Reviews

  • Classification and Regression Models

  • Deep Learning: Neural Networks

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