AWS AIF-C01 Certification Prep Course with Demos, Activities, and Quizzes. Bedrock, SageMaker, AI Fundamentals, and more
- What to Expect on the AWS Certified AI Practitioner AIF-C01 Exam
- Artificial Intelligence, Generative AI, and Machine Learning fundamentals
- Machine Learning design principles
- Use cases for AI, Generative AI (GenAI) and Machine Learning
- Building Machine Learning systems and MLOps with SageMaker
- Building Generative AI systems with Amazon Bedrock
- Amazon Q Business and Q Developer
- Model training and fine-tuning techniques with AWS
- Evaluating and measuring your machine learning models
- Responsible AI, security, and governance
Some topics we'll cover include:
- Fundamental concepts and terminologies of AI, ML, and Generative AI
- How deep learning and large language models (LLMs) work
- Evaluating and measuring AI models
- Machine learning design principles
- Machine learning operations (MLOps)
- Use cases of AI, ML, and Generative AI
- Prompt engineering
- Building machine learning pipelines with SageMaker
- Common machine learning algorithms
- Building generative AI applications with Amazon Bedrock
- LLM Agents Amazon Q Business, Q Developer, and Q Apps High-level AWS AI and machine learning services Model training and fine-tuning techniques Responsible AI AI Governance and Security Although this is a course about AI, it is not AI-generated! You'll learn from a real human instructor, with real human experience in building AI applications in a professional setting
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Attended University of Madras
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