CSCI 4050U
  • Home

  • Home
  • Data processing
    • Basics of NDArray
    • Vectorized Computation
    • Data Analytics Features of NumPy
    • Plots for machine learning
    • 04 Dataframe
    • Analytics with Pandas
  • Mathematical Background
    • ✓ Calculus and Derivatives
    • 03 Optimization
    • Linear Algebra
  • Basic Neural Networks
    • 00 Learning
    • 03 Mlp
    • 04 Module
    • 05 Regulation
    • Logistic Regression
    • Regression
  • Network Architectures
    • 00 Encoding
    • 01 Conv
    • 02 Conv2
    • 03 Rnn
    • 04 Rnn2
    • 05 Sequence Learning
    • 06 Attention
  • Advanced Topics
    • ML
  • model based learning
Linear Algebra
03 Mlp