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IT5006 Fundamentals of Data Analytics

Linear Algebra

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IT5006 Fundamentals of Data Analytics

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Notes
Notes
- Introduction
  Introduction
  - 0. Overview
  - 1. Data Analytics
- Statistics
  Statistics
- Data Preprocessing
  Data Preprocessing
- Machine Learning (Framework)
  Machine Learning (Framework)
- Regression Analysis
  Regression Analysis
- Classification Analysis
  Classification Analysis
- Ensemble Models*
- Unsupervised Learning
  Unsupervised Learning
Appendix
Appendix
- Bayes' Rule
- Linear Algebra

Linear Algebra

You can find the notes on Linear Algebra covered during the orientation bootcamp in Aug 2024 here.

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