Textbooks 

Slides & Syllabus

Functional Programming & Exception Handling

Object Oriented Programming (OOP) 

GUI programming with Tkinter

Scientific computing:

• Numpy, Pandas , Matplotlib  

• Web scraping 

• Regular Expressions (RegEx)

Git

Intelligent problem-solving with backtracking

Codes & Notebooks

Basics of OOP

• Banking application

• Notebook management 

• To-Do-List application

• Contact management

Inheritance

• Basic Employee

Magic methods

• Vector3d

GUI

• TicTacToe (OOP + Tkinter)

• MineSweeper (OOP + Tkinter) [In class versions: Class 1, Class 2]

Functional Programming

• Additional examples on List comprehension, map, filter, reduce, zip, etc

Scientific computing

• Numpy

• Sales analysis [data]

• Dataset creation & cleaning by web scraping Wikipedia

• Predict Movie Genre

• Regex

Homeworks & Projects

HW1 - Chess (deadline: 12 April)

HW2 - Movie Plot Similarity Analysis (deadline: 30 May)