From the course: Developing Modern Applications with AWS AI and Generative AI Services
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Fundamentals of generative AI - Amazon Web Services (AWS) Tutorial
From the course: Developing Modern Applications with AWS AI and Generative AI Services
Fundamentals of generative AI
- [Instructor] I have seen the terms AI, GenAI, and machine learning being often used interchangeably. Let's see how they are related. AI is an umbrella term, and machine learning is a subset of artificial intelligence. Machine learning emphasizes learning from data rather than rule-based programming. Artificial intelligence does not require a conventional programming language that we all have used to develop various desktop applications. Traditional programming is often rule-based, but machine learning is different. It learns patterns among the data and makes decisions or predictions without being explicitly programmed. The performance of a machine learning model improves over time. Machine learning has three learning types. The first one is supervised learning. This is similar to a child learning under the guidance of a teacher. Supervised learning uses what we call labeled data, which means the outcome or the correct answer is already known. It tries to model a relationship between…
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