Integrate and Evaluate LLMs with OpenAI and Hugging Face

Working with large language models requires more than understanding the technology—it demands practical skills in integration, optimization, and evaluation. In this course, you’ll learn how to use APIs to connect LLMs to real-world applications, craft effective prompts that generate reliable outputs, and measure model performance using industry-standard metrics. You’ll gain hands-on experience with the OpenAI API, managing conversation context, and applying both AI-specific metrics like perplexity, BLEU, and ROUGE alongside traditional machine learning evaluation techniques. By the end, you’ll be equipped to build, deploy, and assess LLM-powered systems with confidence.