AWS Certified AI Practitioner

Course Overview:

The AWS Certified AI Practitioner certifies that a person is knowledgeable in generative AI, machine learning (ML), and artificial intelligence (AI) ideas and application cases. Become more competitive and set yourself up for professional advancement and increased income.

Prerequisite:

• No AWS Cloud experience is necessary
• No IT pre-requisites is necessary
• No AI pre-requisites is necessary

Audience:

Candidates who are familiar with AI/ML technologies on AWS and uses

Topic 1: Fundamental concepts and terminologies of AI, ML and generative AI

• Understand the foundational concepts and basics of Artificial Intelligence (AI)
• Understand the foundational concepts and basics of Machine Learning
• Understand the foundational concepts and basics of generative AI.

Topic 2: Use cases of AI, ML and generative AI

• Explore practical applications of AI in various industries
• Explore practical applications of ML in various industries
• Explore practical applications of generative AI in various industries

Topic 3: Design considerations for foundation models

• Learn the principles of designing robust AI models

Topic 4: Model Training and fine tuning

• Gain insights into the processes of training and refining AI models

Topic 5: Prompt engineering

• Master the techniques of creating effective AI prompts

Topic 6: Foundation model evaluation criteria

• Evaluate AI models based on key performance indicators

Topic 7: Responsible AI

• Ensure ethical AI practices and fairness in AI systems

Topic 8: Security and compliance for AI systems

• Maintain the security and compliance of AI solutions

Topic 9:Exam Preparation: AWS Certified AI Practitioner (AIF-C01)