Datacamp – Associate AI Engineer for Developers 2024-8

Published on: 2024-08-31 21:53:46

Categories: 28

Descriptions

Associate AI Engineer for Developers, Begin integrating AI into software applications and gain the career-building skills you need to succeed as an AI Engineer! In this track, you’ll learn to create AI-powered backend systems and applications to deliver more value to end-users. You’ll use Large Language Models (LLMs) to generate text, use prompt engineering to optimize model outputs, and create your own chatbots, recommendation engines, and semantic search engines using LLMs and vector databases. Learn to work with the most popular AI APIs and open-source libraries for accessing AI functionality, including the OpenAI API, Hugging Face, LangChain, and Pinecone. Discover best practices for integrating third-party APIs into production systems, including handling rate limits, API exceptions, and structuring model outputs for reliability. Apply everything that you’ve learned to real-world projects, so you’re prepared to begin building your own production-ready AI system.

What you’ll learn

Start your journey developing AI-powered applications with the OpenAI API. Learn about the functionality that underpins popular AI applications like ChatGPT.
Dive deep into the principles and best practices of prompt engineering to leverage powerful language models like ChatGPT to solve real-world problems.
Navigate and use the extensive repository of models and datasets available on the Hugging Face Hub.
Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.