/miscellaneous

A collection of my miscellaneous codes

Primary LanguageJupyter Notebook

Misc Codes

by Ex10si0n

this repository is for collecting codes in my learning coding.

Technique Stack (Legacy, waiting for updation)

  • Programming Language Basic
    • C, C++, Python, Java, C#, JavaScript
  • Objective Oriented Programming
    • Java, Python
  • Algorithms and Data Structure
    • DFS, BFS, Dijkstra, Floyd, SPFA, A*, Heap-sort, Quick-sort, Merge-sort
    • BST, AVL, SegTree, Heap, Treap
  • WebPage Programming
    • HTML, CSS, JS
  • Development Tools Mastering
    • Linux, Unix, Windows
    • vim, neovim, git, tmux
    • IDEA, Jupyter Notebook, Xcode, EclipseEE, VSCode
  • DBMS
    • mySQL, Oracle
  • Data Science and Analysis
    • pandas, numpy, matplotlib
    • PIL
    • beautifulsoup4, requests
    • Machine Learning
      • SVM, Decision Tree, Random Forest, K-means
      • Tensorflow Keras
  • Computer Architecture
    • Simple 8-bit CPU Design
  • Server
    • socket, udp, tcp
    • HTTP socket server

Learning Progress Notes

  • Repository created
  • vim
  • git
  • Java/Python Object Oriented Programming
  • Databases: mySQL/oracle
  • JDBC
  • J2EE: Webapps@struts2-framework/servlet/jsp/tomcat-server
  • Sockets
  • Python Modulue Numpy/Matplotlib/Pandas
  • Data Science ML: Decision Tree/Random Forest/Kmeans Algorithm
  • Scraping: requests, beautiful soup 4
  • mySQL python connector
  • Data Washing Methods, data processing
  • Clustering/PCA Dimension Reduction
  • Threading, Mutual Exclusive, Peterson Algorithms
  • Machine Learning: Neural Networks, CNN, RNN (Intro)
  • Machine Learning: CNN, RNN, NN (Implement)
  • Docker
  • Django
  • BootStrap