AWS Certified AI Practitioner – Concepts, Demos, Questions

سرفصل های دوره

Excel AWS Certified AI Practitioner exam | Prep Course with Concepts, Demos, Quiz |Practice Exam Included

1 - Exam Details

1 -Introduction

2 -Course Content

2 - Diagnostics Test

3 - AI & ML Fundamentals

1 -Introduction

2 -AI-Terminology

3 -ML Fundamentals

4 -Inferencing

5 -Deep Learning, Gen-AI Fundamentals

6 -Amazon AI Services

4 - AI Use Cases and Applications

1 -Introduction

2 -AI Use Cases

3 -ML Use Cases

4 -Gen AI - Capabilities and Limitations

5 - Developing ML & Gen-AI Solutions

1 -Introduction

2 -ML Lifecycle

3 -Amazon SageMaker

4 -SageMaker Models

5 -Model Performance Evaluation

6 -MLOps

7 -Gen-AI Solution

8 -Gen-AI Evaluation and Deployment

6 - Amazon Bedrock

1 -Amazon Bedrock

2 -Amazon-Bedrock-Demo

3 -Bedrock-Guardrails

4 -Bedrock-Evaluation

7 - Prompt Engineering

1 -Introduction

2 -What is Prompt

3 -Prompt building blocks

4 -Negative Prompting

5 -Prompt best practices and risk

6 -Prompt Engineering Techniques

8 - Responsible AI Practices

1 -Introduction

2 -What is Responsible AI

3 -Gen-AI Challenges

4 -Dimensions of AI

5 -Benefits of Responsible AI

6 -Amazon Services for Responsible AI

7 -Safeguards-Bias

8 -Transparency and Governance

9 - Optimizing FMs

1 -Introduction

2 -Vector Embeddings

3 -Gen-AI Agents

4 -Evaluate Gen-AI Results

5 -Fine Tuning

6 -Model Evaluation

10 - AI Security, Compliance and Governance

1 -Introduction

2 -AWS Services

3 -Governance

4 -Data and Model Lineage

11 - Amazon Q

1 -Amazon Q

2 -Amazon Q - Demo

12 - Amazon AI Services Details and Demo

1 -Amazon Textract

2 -Amazon Textract - Demo

3 -Amazon Translate

4 -Amazon-Translate-Demo

5 -Amazon Augmented AI

6 -Amazon Augmented AI - Demo

7 -Amazon Comprehend

8 -Amazon Comprehend - Demo

9 -Amazon Comprehend Medical

10 -Amazon Comprehend Medical - Demo

11 -Amazon Transcribe

12 -Amazon Transcribe - Demo

13 -Amazon Transcribe Medical - Demo

14 -AWS Services Recap

15 -AWS Services Recap (cont..)

16 -AWS Services Recap (cont..)

17 -AWS Services Recap (cont..)

13 - Practice Exam

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