Curriculum
Course: Data Science Bootcamp- Bridging the Skil...
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Text lesson

3. Mastering Python Functions

Objective: By the end of this lesson, learners will be able to define, call, and leverage functions with parameters, return values, and advanced argument handling for reusable and modular code.


1. Introduction to Functions

Key Concepts:

  • Purpose: Reusable code blocks designed for specific tasks.

  • Declaration: Use def keyword followed by function_name().

  • Invocation: Call functions by name to execute their code.


2. Function Parameters & Return Values

Topics Covered:

  • Parameters vs. Arguments: Inputs passed to functions (defined as parameters, provided as arguments).

  • Return Statement: Functions can return values using return; default is None.

 

Types:

  • Single Parameter: Accepts one argument.

  • Multiple Parameters: Accepts two or more arguments (order matters unless using keyword arguments).

  • Default Parameters: Assign default values (e.g., param=value).


3. Advanced Function Features

Key Concepts:

  • Keyword Arguments: Pass arguments with keys (param=value) for clarity and order flexibility.

  • Arbitrary Arguments (*args): Accept variable numbers of positional arguments as a tuple.

  • Return Types: Functions can return any data type (str, int, bool, list, etc.).

 

4. Practical Applications

Use Cases:

  • Modular Code: Break complex tasks into smaller functions.

  • Data Processing: Transform/filter data with reusable functions.

  • Calculations: Encapsulate logic (e.g., age calculation, unit conversion).

Best Practices:

  • Descriptive Names: Use clear function names (e.g., calculate_area()).

  • Single Responsibility: Each function should perform one task.

  • Documentation: Add docstrings to explain purpose and usage.


5. Summary & Exercises

Key Takeaways:

  • Functions reduce redundancy and improve readability.

  • Parameters make functions dynamic; return values enable result reuse.

  • Advanced features (*args, default params) handle flexible inputs.

Access the full lesson here: Mastering Python Functions.

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