Introduction
Artificial Intelligence
Biology
Bioinformatics
- Bioinformatics Overview
Deep Learning
Linear Algebra
- Vectors and Spaces
  Vectors
  Linear combinations and spans
  Linear dependence and independence
  Subspaces and the basis for a subspace
  Vector dot and cross products
  Matrices for solving systems by elimination
  Null space and column space
- Matrix transformations
  Functions and linear transformations
  Linear transformation examples
  Transformations and matrix multiplication
  Inverse functions and transformations
  Finding inverses and determinants
  More Determinant Depth
Machine Learning
NCKU - Artificial Intelligence
NCKU - Computer Architecture
- First Week
NCKU - Data Mining
NCKU - Machine Learning
NCKU - Robotic Navigation and Exploration
Python
Statstics

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Regularization

Solving the Problem of Overfitting

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Last updated 5 years ago