Python Course - Recordings

Recordings 2024 - Practicals

Week1 - 06/06 - Introduction to Python

• Introduction to programming
• Algorithmic thinking
• Basic math operations and PEMDAS convention
• Boolean logic
• Variables and data types basics
• Colab environment
• Kaggle learn Intro to Programming
• rec

Week2 - 13/06 - Variables and data types, conditions

• file
• rec

Week3 - 20/06 - Loops, for, while

• file
• rec

Week4 - 27/06 - Lists, functions

• file
• rec

Week5 - 11/07 - Recursion, tuples, dictionaries

• Recursion:
  • is sorted
  • prime numbers: here or here
  • Binary search
• tuples
• dictionary
• dictionary comprehension
• file
• rec

Week6 - 18/07 - Objects (part1)

• file
• rec

Week7 - 01/08 - Objects (part2)

• References:
  • programiz,
  • w3schools,
  • isinstance(),
  • issubclass()
• rec
• file

Week8 - 08/08 - Exceptions

• References:
  • programiz,
  • w3schools
  • RealPython
  • stackoverfow
• rec
• file

Week9 - 15/08 - Python

• rec
• file

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Recordings 2022 - Lectures

• Lec1 - Introduction
• Lec2 - Loops
• Lec3 - Lists and Tuples
• Lec4
• Lec5 - Import, Dictionaries
• Lec6 - Objects
• Lec7 - Numpy
• Lec8 - Plots
• Lec9 - Pandas
• Lec10 - complexity