[NEW] Ultimate AWS Certified AI Practitioner AIF-C01

سرفصل های دوره

Practice Exam included + explanations | Learn Artificial Intelligence | Pass the AWS AI Practitioner AIF-C01 exam!

1. Artificial Intelligence & Course Introduction

1. What to expect from this course

2. Private Course Feedback Link.html

3. Important Course Structure

4. Important Message Udemy

5. What is Artificial Intelligence (AI)

6. About your Instructor

2. Code & Slides Download

1. Code & Slides Download.html

3. Introduction to AWS & Cloud Computing

1. Section Introduction

2. Traditional IT - Overview

3. What is Cloud Computing

4. The Different Types of Cloud Computing

5. AWS Cloud Overview

6. Creating an AWS Account

7. AWS Account Activation Troubleshooting.html

8. Tour of the Console & Services in AWS

9. Shared Responsibility Model & AWS Acceptable Policy

10. Introduction to AWS & Cloud Computing - Quiz.html

4. Course Cost & AWS Budget Setup

1. Course Cost

2. AWS Budget Setup

5. Amazon Bedrock and Generative AI (GenAI)

1. Section Introduction

2. What is Generative AI (GenAI)

3. Amazon Bedrock - Overview

4. Amazon Bedrock - Hands On

5. Amazon Bedrock - Foundation Model (FM)

6. Amazon Bedrock - Foundation Model (FM) - Hands On

7. Amazon Bedrock - FM Evaluation

8. Amazon Bedrock - FM Evaluation - Hands On

9. Amazon Bedrock - RAG & Knowledge Base

10. Amazon Bedrock - RAG & Knowledge Base - Hands On

11. Amazon Bedrock - RAG & Knowledge Base - Complete Setup - Hands On

12. Amazon Bedrock - GuardRails

13. Amazon Bedrock - GuardRails - Hands On

14. Amazon Bedrock - Pricing & Other Features

15. Amazon Bedrock - AI Stylist - Hands On

16. Amazon Bedrock and Generative AI (GenAI) - Quiz.html

6. Prompt Engineering

1. Section Introduction

2. What is Prompt Engineering

3. Prompt Engineering - Hands On

4. Prompt Performance Optimization

5. Prompt Performance Optimization - Hands On

6. Prompt Engineering Techniques

7. Prompt Engineering - Quiz.html

7. Amazon Q - Deep Dive

1. Section Introduction

2. Amazon Q Business

3. Amazon Q Business - Hands On

4. Amazon Q Apps

5. Amazon Q Apps - Hands On

6. Amazon Q Business - Hands On - Cleanup

7. Amazon Q Developer

8. Amazon Q Developer - Hands On

9. Amazon Q - Quiz.html

8. Artificial Intelligence (AI) & Machine Learning (ML)

1. Section Introduction

2. AI, ML, Deep Learning, and GenAI

3. Training Data

4. Supervised Learning

5. Unsupervised Learning

6. Reinforcement Learning

7. Model Fit, Bias, and Variance

8. Machine Learning - Inferencing

9. Phases of a Machine Learning Project

10. Artificial Intelligence (AI) & Machine Learning (ML) - Quiz.html

9. AWS Managed AI Services

1. Section Introduction

2. Why AWS Managed Services

3. Amazon Comprehend

4. Amazon Comprehend - Hands On

5. Amazon Translate

6. Amazon Translate - Hands On

7. Amazon Transcribe

8. Amazon Polly

9. Amazon Rekognition

10. Amazon Forecast

11. Amazon Lex & Connect

12. Amazon Personalize

13. Amazon Textract

14. Amazon Textract - Hands On

15. Amazon Kendra

16. Amazon Mechanical Turk

17. Amazon Augmented AI

18. Amazon Augmented AI - Hands On

19. AWS DeepRacer

20. AWS DeepRacer - Hands On

21. Amazon Comprehend Medical & Transcribe Medical

22. Amazon Comprehend Medical & Transcribe Medical - Hands On

23. Amazons Hardware for AI

24. Amazons Hardware for AI - Hands On

25. AWS Managed AI Services - Quiz.html

10. Amazon SagerMaker - Deep Dive

1. Section Introduction

2. Amazon SageMaker

3. Amazon SageMaker - Hands On

4. Amazon SageMaker - Data Tools

5. Amazon SageMaker - Models and Humans

6. Amazon SageMaker - Governance

7. Amazon SageMaker - Consoles

8. Amazon SageMaker - Summary

9. Amazon SageMaker - Quiz.html

11. AI Challenges and Responsibilities

1. Section Introduction

2. AI Challenges and Responsibilities - Overview

3. Responsible AI

4. GenAI Challenges

5. Compliance for AI

6. Governance for AI

7. Security and Privacy for AI

8. AI Challenges and Responsibilities - Quiz.html

12. Preparing for the Exam + Practice Exam - AWS Certified AI Practitioner

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