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Coursera

Intro to AI Engineering

Scrimba via Coursera

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Overview

Upon completing the this course, learners will have established a robust foundation in AI principles and hands-on proficiency with AI tools and APIs. They will learn the art of crafting and manipulating AI models, enabling them to integrate AI into applications with confidence. This course stands out by offering a detailed exploration of AI engineering, from the basics to deeper techniques like the "Few Shot" approach and the creation of images with the latest DALL·E 3 API. Participants will also learn to navigate AI safety and ethical considerations, ensuring responsible use of AI technology. With a blend of theoretical knowledge and practical application, this course is uniquely positioned to empower learners to become innovative problem solvers in the AI domain.

Syllabus

  • AI & API Fundamentals
    • This module gets you started with AI Engineering; introducing AI concepts, API keys, and making basic API calls.
  • Understanding AI Models & Prompts
    • Now it's time to explore message structuring, prompt engineering, and token usage.
  • Fine-Tuning & Advanced AI Features
    • Next up, you'll discover temperature, few-shot learning, stop sequences, and penalties for refining AI behavior.
  • AI Image Generation & Safety
    • Now let's get to grips with generating AI images and ensuring responsible AI use.
  • Test Your AI Engineering Knowledge
    • Put your new knowledge to the test with a Graded Assignment.

Taught by

Tom Chant

Reviews

4.5 rating at Coursera based on 149 ratings

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