Overview
Learn Python from Scratch - Master Python Basics, Data Processing, Web Development and Automation for Beginners
Syllabus
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- Introduction to Python Programming
-- Overview of Python and its applications
-- Setting up the Python development environment
-- Writing your first Python program
- Python Basics
-- Understanding variables and data types
-- Basic input and output operations
-- Operators and expressions
- Control Flow
-- Conditional statements (if, elif, else)
-- Loops (for, while)
-- Break and continue statements
- Functions
-- Defining and calling functions
-- Function arguments and return values
-- Scope and lifetime of variables
- Data Structures
-- Lists, tuples, and sets
-- Dictionaries
-- Common operations and methods
- Working with Strings
-- Basic string operations
-- Formatting strings
-- Regular expressions and pattern matching
- File Handling
-- Reading from and writing to files
-- Working with file paths and directories
-- Using file context managers
- Exception Handling
-- Understanding exceptions
-- Try, except, else, finally blocks
-- Raising exceptions
- Modules and Packages
-- Importing modules
-- Creating and using custom modules
-- Understanding packages and the Python Package Index (PyPI)
- Introduction to Object-Oriented Programming (OOP)
-- Defining classes and creating objects
-- Constructors, methods, and attributes
-- Inheritance and polymorphism
- Working with External Libraries
-- Installing and using libraries with pip
-- Introduction to popular libraries (e.g., NumPy, Pandas, Matplotlib)
- Hands-on Projects
-- Project 1: Basic calculator
-- Project 2: Simple text-based game
-- Project 3: Data analysis with Python
- Final Project and Course Wrap-up
-- Overview of the final project
-- Guidance on extending and building larger projects
-- Summary and next steps in learning Python
Taught by
Tags
On-Demand
