Exercise Problems for Python Programming

Grammar-Concept Understanding Problem (GUP)

Basic Grammar (P_GUP1)

Network Programming (P_GUP2)

Machine Learning Algorithm Programming (P_GUP4)

Comment Insertion Problem (CIP)

Network Programming (P_CIP1)

Game Programming (P_CIP2)

Value Trace Problem (VTP)

Basic Grammar (P_VTP1)

Advanced Grammar (P_VTP2)

Data Structure & Algorithms (P_VTP3)

Numpy Library Use (P_VTP4)

Pandas Library Use (P_VTP5)

Object-Oriented Programming (P_VTP6)

Code Modification Problem (CMP)

Pandas Library for Graph Plot (P_CMP1)

Project Assignment for Pandas Library for Graph Plot (P_CMP1_PJ)

Pandas Library for Excel Use (P_CMP2)

Project Assignment for Pandas Library for Excel Use (P_CMP2_PJ)

OpenCV Library for Image Processing (P_CMP3)

Project Assignment for OpenCV Library for Image Processing (P_CMP3_PJ)

Code Writing Problem (CWP)

Reference for Python+VSCode

Reference for Python NPLAS installation

GUP-VTP-EFP Mixed Problem (MXP)

Basic Statistics (P_MXP1)

Reference for Python

Reference for P_VTP1

Reference for P_VTP2

Reference for P_VTP4

Reference for P_VTP5