Python Programming

10 topics, in the order we teach them.

1. 1
   Getting started

   Installing and Exploring the Working Environment notebook Slides pdf
2. 2
   Variables and data types

   Notebook notebook Slides pdf
3. 3
   Operators and control flow

   Operators and Control Structures notebook Slides pdf
4. 4
   Lists, tuples and dictionaries

   Data Structures (Lists, Tuples, and Dictionaries) notebook Slides pdf
5. 5
   Functions

   Notebook notebook Slides pdf
6. 6
   Classes and objects

   Classes notebook Slides pdf
7. 7
   Files and exceptions

   Data Structures, Files, and Exceptions notebook Slides pdf
8. 8
   Data manipulation with pandas

   Notebook notebook Slides pdf
9. 9
   Data visualisation with Matplotlib and Seaborn

   Notebook notebook Slides pdf
10. 10
    Machine learning basics

    Notebook notebook Slides pdf