---
title: Algorithms Lab 2
tags: computer science, algorithm, data structure, leetcode
---

# Algorithms Lab 2

## Hidden Markov Model (HMM)
### Viterbi Algorithm

## Bio-inspired Algorithms
### Genetic Algorithm
### Simulated Annealing
### Particle Swarm Optimization
### Slime Mould Algorithm
- https://en.wikiversity.org/wiki/Slime_Mould_Algorithm
- https://www.youtube.com/watch?v=WnWnRsBzaRk

## Cryptography
### Caesar Cipher
### Asymmetric Cryptography
#### RSA
### Digital Signature

## Blockchains
### Smart Contracts
### Decentralized Finance (DeFi)

## Signal Processing
### Fast Fourier Transform (FFT)
### Digital Image Processing

## Data Science
### Machine Learning
#### K-Means / K-Clustering / KNN
#### Decision Tree
#### Support Vector Machine (SVM)
#### Principal Component Analysis (PCA)
#### Ensemble Learning
##### Random Forest
#####
### Deep Learning
#### Convolutional Neural Network (CNN)
#### Recurrent Neural Network (RNN)
#### Large Language Models (LLMs)

## Computational Finance
### Binomial Option Pricing Model (BOPM)
### Monte Carlo Simulation with Parallelism

## QR Code
https://grok.com/share/bGVnYWN5_f18b2fb0-50c2-40e0-8a5f-c43b824a710b