Generative AI Fundamentals
Employ the abilities of Generative AI with a deep dive into fundamentals. This course examines how various models are developed, how they work, and how to use them to their full potential.
AI Ethics & Responsible AI Courses
As AI becomes embedded in decisions across healthcare, finance, hiring, and public policy, understanding AI ethics, bias, fairness, and governance has become a real professional requirement. Udacity's AI ethics and responsible AI courses cover the principles, frameworks, and practical considerations that shape how AI is developed and deployed responsibly. You'll examine the societal implications of generative AI systems, learn how to design and evaluate AI with fairness and transparency in mind, and develop awareness of the regulatory and organizational contexts where responsible AI practices apply. Courses include Generative AI Fundamentals, the Generative AI Nanodegree, and Discovering Generative AI.
Browse AI Ethics & Responsible AI Courses
Generative AI
Ready to build production-grade AI? This program equips developers to deploy reliable generative AI solutions. We'll move past theory and focus on the proven implementation patterns you need. You'll master production essentials like model selection, cost estimation, and reliable prompt engineering to build efficient apps. You'll also implement lightweight model adaptation using PEFT. Then, you'll build end-to-end RAG systems, using vector databases to connect LLMs to your data and evaluate quality with frameworks like RAGAs. Finally, you'll dive into advanced multimodal applications that process text, images, and audio. You'll enforce structured outputs with Pydantic and implement system observability to build, trace, and debug modern AI apps.
Discovering Generative AI
Learners will discover the core concepts of Generative AI and how it works across a variety of fields. This course breaks down the often complex technology into digestible content, emphasizing real-world examples and non-technical applications. Learners will also explore the ethical considerations of using AI and gain insight into how they might use generative AI in their own work and lives.
Complementary Course Collections
Responsible AI starts with understanding the technology itself. Pair this collection with AI Fundamentals, Generative AI & Large Language Models, and Agentic AI to see how these systems work and where careful judgment matters most.
AI Fundamentals
Cultivate valuable real-world AI knowledge by diving deep into a focus on LLMs, product development, or animation and multimedia. Learn how AI is fueling innovation in different industries, and how you can build AI-powered products.
Generative AI & Large Language Models
Gain a solid background in AI basics to better understand Generative AI, or compliment your AI knowledge with product management skills to create AI-powered products. Explore the exciting field of Game Development and Monetization.
AI Across Industries
By combining these AI for Skill Development and Industries courses with foundational and practical courses in generative AI, Google Workspace, and LLMs, you’ll build a well-rounded, industry-relevant AI skill set. These courses work together to strengthen your technical fluency and boost productivity.
Browse the Full School Library
Explore all of Udacity’s Schools, consisting of hundreds of career-driven programs and courses that are designed to teach practical skills and help you learn to your full potential.