Python Programming
Course Content
Module 1: Introduction to Python
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Overview of Python and its features
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Setting up Python environment (installing Python, IDEs)
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Basic syntax and data types
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Variables and operators
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Input and output in Python
Module 2: Control Flow and Functions
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Conditional statements (if, elif, else)
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Loops (for loops, while loops)
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Functions and their importance
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Defining and calling functions
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Scope of variables in functions
Module 3: Data Structures in Python
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Lists and list manipulation
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Tuples and tuple operations
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Dictionaries and dictionary methods
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Sets and set operations
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Understanding data structures and their applications
Module 4: File Handling
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Opening, reading, and writing files
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File modes (read, write, append)
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Handling exceptions and errors
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Using 'with' statement for file handling
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File manipulation techniques
Module 5: Object-Oriented Programming (OOP) in Python
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Introduction to OOP concepts
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Classes and objects
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Attributes and methods
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Inheritance and polymorphism
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Encapsulation and abstraction
Module 6: Working with Modules and Packages
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Importing modules and using built-in modules
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Creating and importing user-defined modules
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Understanding packages and their structure
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Installing and using third-party packages via pip
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Packaging and distributing own modules/packages
Module 7: Working with APIs and Web Scraping
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Introduction to APIs (Application Programming Interfaces)
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Making HTTP requests using Python
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Parsing JSON and XML responses
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Introduction to web scraping
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Using BeautifulSoup and requests libraries for web scraping
Module 8: Introduction to Data Science Libraries
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Overview of NumPy, Pandas, and Matplotlib
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Working with arrays and matrices using NumPy
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Data manipulation and analysis with Pandas
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Data visualization with Matplotlib
Module 9: Introduction to Flask
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Understanding web frameworks
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Setting up a Flask environment
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Creating routes and handling requests
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Templating with Jinja2
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Building a basic web application with Flask
Module 10: Introduction to Django
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Overview of Django and its features
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Setting up a Django project
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Creating models, views, and templates
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URL routing in Django
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Building a simple web application using Django