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Associate AI Engineer for Developers

Learn how to integrate AI into software applications using APIs and open-source libraries. Start your journey to becoming an AI Engineer today!
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PythonArtificial Intelligence30 hours2,451

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Track Description

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.

Prerequisites

There are no prerequisites for this track

  • Course

    1

    Working with the OpenAI API

    Start your journey developing AI-powered applications with the OpenAI API. Learn about the functionality that underpins popular AI applications like ChatGPT.

  • Project

    bonus

    Planning a Trip to Paris with the OpenAI API

    Use OpenAI's powerful API to answer questions about tourist attractions in Paris.

  • Course

    4

    Working with Hugging Face

    Navigate and use the extensive repository of models and datasets available on the Hugging Face Hub.

  • Course

    5

    LLMOps Concepts

    Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.

  • Course

    10

    Vector Databases for Embeddings with Pinecone

    Discover how the Pinecone vector database is revolutionizing AI application development!

Associate AI Engineer for Developers
9 courses
Track
Complete

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