Python Programming Course
1- Basic Level
Topic 1: Introduction to python programming & Installation of
Spyder (anaconda3)
Topic 2: Hello World and getting started with Python syntax
Topic 3: create, rearrange, reassign Strings/ String methods
Topic 4: Control Flow including if, else, and elif statements
Topic 5: Lists including slicing, appending and indexing/ combining
lists/ lists vs tuples
Topic 6: For and while loops
Topic 7: Functions for code utilization/ apply functions on realworld concepts
Topic 8: Importing modules/ application on python's most famous
module: math
Topic 9: Dictionaries and key-value pairs
Topic 10: Files Investigate the properties of text and CSV files by
reading and writing to them
2- Intermediate level
Topic 1: Introduction to intermediate python programming course
Topic 2: Object Oriented Programming 1 (creating classes with
custom methods and attributes)
Topic 3: Object Oriented Programming 2 (inheritance and
encapsulation)
Topic 4: Functional Programming 1 (High order functions, Lambda
expression and List comprehensions)
Topic 5: Functional Programming 2 (Map, filter, and reduce)
Topic 6: Error types and Error Handling
Topic 7: Introduction to Data Structures and Efficiency
Topic 8: Linked Lists, stacks and queues
Topic 9: Trees and Heaps
Topic 10: Hashing and Hash tables
Topic 11: Graphs
3- Advanced level
Topic 1: Recursion
Topic 2: Searching and Sorting
Topic 3: Logging to debug and trace your code
Topic 4: Doctest and Unit testing
Topic 5: Parallel programming and Threads
Topic 6: Data Visualization with matplotlib
Topic 7: Intro to machine learning with python
Topic 8: Building a simple image classifier using MNIST dataset