Python Programming Masterclass: From Beginner to Expert

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About Course

Module 1: Introduction to Python

  • Understanding the fundamentals of Python programming language.
  • Overview of Python syntax, data types, and variables.
  • Setting up Python development environment: installing Python and configuring IDE.

Module 2: Python Basics

  • Exploring basic Python data structures: lists, tuples, dictionaries, and sets.
  • Understanding control flow in Python: if statements, loops, and conditional expressions.
  • Working with functions and modules in Python.

Module 3: Object-Oriented Programming (OOP) in Python

  • Introduction to object-oriented programming concepts.
  • Defining classes and objects in Python.
  • Implementing inheritance, encapsulation, and polymorphism in Python.

Module 4: File Handling and Input/Output (I/O)

  • Reading from and writing to files in Python.
  • Working with different file formats (text files, CSV files, JSON files, etc.).
  • Processing file data using file handling techniques in Python.

Module 5: Error Handling and Exception Handling

  • Understanding Python exceptions and error types.
  • Implementing error handling using try-except blocks.
  • Handling exceptions gracefully and debugging Python code.

Module 6: Advanced Data Structures and Algorithms

  • Exploring advanced data structures in Python: stacks, queues, heaps, and graphs.
  • Implementing common algorithms and data manipulation techniques in Python.
  • Analyzing algorithm complexity and performance in Python.

Module 7: Python Libraries and Frameworks

  • Introduction to popular Python libraries and frameworks (e.g., NumPy, Pandas, Matplotlib, Flask, Django).
  • Exploring data analysis, visualization, web development, and other domains with Python libraries.

Module 8: Web Scraping and Automation

  • Scraping web data using Python libraries like BeautifulSoup and Scrapy.
  • Automating repetitive tasks with Python scripts and cron jobs.
  • Building web scraping and automation projects in Python.

Module 9: Database Management with Python

  • Connecting to databases and executing SQL queries in Python.
  • Integrating Python with relational databases (MySQL, PostgreSQL, SQLite).
  • Working with non-relational databases (MongoDB) and NoSQL data models.

Module 10: Building Projects and Real-World Applications

  • Applying Python skills to build real-world projects and applications.
  • Working on project ideas spanning different domains (web development, data analysis, automation, etc.).
  • Showcasing completed projects and discussing best practices for project development.
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