Llama for Python Programmers
Completed by Ken Kumar
July 14, 2025
5 hours (approximately)
Ken Kumar's account is verified. Coursera certifies their successful completion of Llama for Python Programmers
What you will learn
Understand how to use llama.cpp Python APIs to build Llama 2-based large language model (LLM)applications.
Learn to run and interact with the Llama 2 large language model on commodity local hardware.
Learn to utilize zero- and few-shot prompting as well as advanced methods like grammars in llama.cpp to enhance and constrain Llama 2 model output.
Learn about the different Llama 2 model variants: the base model, chat model, and code llama and how to interact with these models in Python.
Skills you will gain
- Category: Applied Machine Learning
- Category: Model Training
- Category: Open Source Technology
- Category: Model Optimization
- Category: Fine-tuning
- Category: LLM Application
- Category: Token Optimization
- Category: Generative Model Architectures
- Category: Prompt Patterns
- Category: Large Language Modeling
- Category: Python Programming
- Category: Prompt Engineering
