Here is a basic outline for a Python course offered by Udaan Institute of Information Technology
Introduction to Python
– History and features of Python
– Installing Python and setting up the environment
– Basic syntax and data types (strings, numbers, lists, dictionaries, etc.)
Variables and Operators
– Assigning and using variables
– Basic operators (arithmetic, comparison, logical, etc.)
– Control structures (if-else, for loops, while loops, etc.)
Functions and Modules
– Defining and calling functions
– Modules (importing, creating, and using)
– Built-in functions and modules
Data Structures and File Input/Output
– Lists and tuples
– Dictionaries and sets
– Reading and writing files (text and CSV)
– Introduction to pandas and data analysis
Object-Oriented Programming
– Classes and objects
– Inheritance and polymorphism
– Attributes and methods
Error Handling and Debugging
– Try-except blocks and error types
– Debugging techniques (print statements, pdb, etc.)
Advanced Topics
– Regular expressions
– Lambda functions and map-reduce
– Decorators and generators
– Async and await (asyncio)
Projects and Applications
– Command-line tools and scripts
– Web development (Flask or Django)
– Data analysis and visualization (pandas, NumPy, Matplotlib)
– Machine learning and AI (scikit-learn, TensorFlow)
Best Practices and Advanced Concepts
– Code organization and structure
– Testing and testing frameworks
– Code optimization and profiling
– Advanced topics (concurrency, coroutines, etc.)
This is just a rough outline, and the specific content and emphasis can vary depending on the course goals and audience.
