Lecture notes

Here are something useful in practice & theory.

Labview

• Image Processing (colorbox, read bmp file)

Pattern Recognition

• Classifiers (Perceptron, Naive Bayes, Bayesian)
• PR-MidtermScope
• FLD, PCA, Eigenface
• PR-FinalScope
• Hierarchical Agglomerative Clustering, DBSCAN

  Post Quantum Cryptography

• PQC-MidtermScope
  
  The topics include
  1. Quantum Computing
  2. The Circuit Model, Deutsch-Jozsa Problem, and Bernstein-Varizani Problem
  3. Simon’s Algorithm
  4. The Fourier Transform
  5. Shor’s Factoring Algorithm
  6. Hidden Subgroup Problem
  7. Grover’s Search
  8. Congruential Public Key Cryptosystem (PKC) and Knapsack PKC
  9. Convolution Polynoimal Ring
  10. NTRU PKC
  11. Gaussian Heuristic

Information Theory and Data Compression Practices

• ITDCP - MidtermScope
  
  The topics include
  1. Information Measures
  2. AEP and Entropy Rate
  3. Data Compression