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