Complete Beginner's Course on AI Evaluations: Step by Step | Aman Khan
The article provides a comprehensive guide for AI builders, creators, and marketers on AI evaluations, offering a step-by-step approach to creating effective evaluations for AI customer support agents. The tutorial covers key aspects of AI development, including the four types of AI evaluations, live demo of building evaluations, using Anthropic's console to generate great prompts, and creating evaluation criteria. It also emphasizes the importance of manual labeling by PMs themselves and scaling evaluations with LLM-judge prompts. For AI developers and creators, this tutorial offers actionable insights and practical applications, providing a complete beginner's course on AI evaluations. The use of AI tools, such as Anthropic's console, and AI platforms, enables the creation of efficient evaluation pipelines. The business value of this tutorial lies in its ability to equip AI builders, marketers, and creators with the knowledge and skills necessary to develop and implement effective AI evaluations, ultimately leading to improved AI applications and AI technology. By incorporating AI innovation and AI industry trends, this tutorial provides a valuable resource for those looking to leverage AI for creators, AI marketing, and AI startups.