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Prompt Engineering & LLM Optimization for Developers · Lesson

Code Generation & Refactoring

Utilize LLMs to generate code snippets, refactor existing code, and automate repetitive coding tasks across various languages.

Code Gen: Your AI Assistant

Welcome to Code Generation & Refactoring! In this lesson, we'll explore how Large Language Models (LLMs) can act as powerful coding assistants.

Code generation is using AI to automatically create code snippets, functions, or even full programs. This can drastically speed up development and help reduce common errors.

Generating Simple Functions

LLMs can quickly produce functional code based on a clear request. Let's see how we might generate a basic Python function to calculate the factorial of a number.

Try running this example:

def factorial(n):
    if n == 0:
        return 1
    else:
        return n * factorial(n-1)

# Example usage:
result = factorial(5)
print(f"Factorial of 5 is: {result}")

All lessons in this course

  1. Code Generation & Refactoring
  2. Debugging & Test Case Generation
  3. Data Extraction & Summarization
  4. Generating SQL Queries from Natural Language
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