1 Welcome! (47.61 MB)
2 About the exam & this course (49.18 MB)
3 Important tips for this course (16.58 MB)
5 AWS Free Trial Signup (31 MB)
6 Cost & AWS Budget (48.84 MB)
7 Generative AI & ML - Fundamentals (35.98 MB)
1 Hands-on Amazon Rekognition (64.03 MB)
2 Hands-on Using Rekognition in Lambda Function (97.31 MB)
1 Hands-on Create an Index & Sync (Amazon Kendra) (85.47 MB)
2 Hands-on Create Experience (Amazon Kendra) (65.52 MB)
3 Hands-on Dataset Group (Amazon Personalize) (118.81 MB)
4 Hands-on Training Dataset (Amazon Personalize) (36.05 MB)
5 Hands-on Train Model (Amazon Personalize) (50.44 MB)
6 Hands-on Make Predictions (Amazon Personalize) (65.48 MB)
1 Machine Learning Development Lifecycle (42.91 MB)
10 Hands-on Using SageMaker Notebooks (82.83 MB)
2 SageMaker Data Collection & Feature Engineering (35.09 MB)
3 SageMaker Model Training (12.94 MB)
5 SageMaker Studio Environment (11.16 MB)
6 SageMaker Model Options (19.3 MB)
7 Performance Evaluation Metrics (36.75 MB)
8 SageMaker Model Deployment (22.84 MB)
9 Hands-on Setting up SageMaker Notebooks (46.86 MB)
1 Setup & Event Type (112.54 MB)
2 Build & Train Model (47.09 MB)
3 Evaluate our Model (84.79 MB)
4 Create Detector & Make Predictions (81.03 MB)
5 Cleaning up resources (57.12 MB)
1 Challenges of Responsible Al (23.86 MB)
2 Strategies against Bias & Variance (20.87 MB)
3 Generative Al Challenges (5.75 MB)
4 Core Dimensions of Responsible Al (9.61 MB)
5 Services & Tools for Responsible Al in AWS (34.1 MB)
6 Transparent & Explainable Al Models (26.14 MB)
7 Model Trade-Offs in Responsible Al (18.68 MB)
8 Principles for Human-centered Design (11.66 MB)
1 Hands-on Creating a bot (Amazon Lex) (35.91 MB)
2 Hands-on Creating first intent (Amazon Lex) (37.22 MB)
3 Hands-on Testing the bot (Amazon Lex) (15.41 MB)
4 Hands-on Intents & Slot Types (Amazon Lex) (64.01 MB)
2 Exam Signup & Get 30min more time! (63.6 MB)
3 Final Exam Tips (23.3 MB)
1 What is Amazon Q Business (37.89 MB)
2 Hands-on Create Amazon Q Business Application (118.74 MB)
3 Hands-on Assign Users & Test Application (54.17 MB)
5 Hands-on Using Global Controls (47.04 MB)
6 Hands-on Blocking Words (20.62 MB)
7 Hands-on Topic Controls (51.27 MB)
1 Amazon Transcribe (48.82 MB)
2 Hands-on Amazon Transcribe (84.1 MB)
2 1 Important tips for the course (8.72 MB)
3 Amazon Polly (16.96 MB)
4 Hands-on Pricing & Models (Amazon Polly) (49.95 MB)
6 Hands-on Text-to-Speech (Amazon Polly) (25.64 MB)
7 Hands-on SSML to modify speech output (Amazon Polly) (45.88 MB)
8 Hands-on Real-time translation (Amazon Translate) (52.06 MB)
9 Hands-on Batch job translation (Amazon Translate) (91.37 MB)
9 1 Translate (4.13 MB)
1 Diffusion Models (23.85 MB)
2 Large Language Models (16.12 MB)
3 GANs & VAEs (26.94 MB)
5 Generative AI Capabilities (32.23 MB)
6 Generative AI Challenges (19.57 MB)
7 Selecting Generative AI Model (30.51 MB)
8 Business Metrics (32.15 MB)
1 What is Amazon Bedrock (51.2 MB)
2 Amazon Bedrock - Architecture (19.57 MB)
3 Amazon Bedrock - Use Cases (13.56 MB)
5 Hands-on Exploring Amazon Bedrock (73.07 MB)
6 Hands-on Installing Visual Studio Code (13.21 MB)
7 Hands-on Setting up Visual Studio Code (42.85 MB)
8 Hands-on Invoking Amazon Titan Model (78.19 MB)
9 Hands-on Image Generation in Bedrock (71.61 MB)
1 Why Improving Foundation Models (15.92 MB)
10 Hands-on Testing Guardrails (45.34 MB)
11 Hands-on Cleaning up resources (15.02 MB)
2 Retrieval-Augmented Generation (RAG) (41.07 MB)
3 Hands-on Knowledge Base in Bedrock (141.06 MB)
4 Agents (29.07 MB)
6 Hands-on Prepare & Test Agent (25.94 MB)
7 Hands-on Create Agent Action Group (89.06 MB)
8 Hands-on Creating Guardrails (48.28 MB)
9 Hands-on Setting up Agent (58.94 MB)
1 Essentials of Prompt Engineering (16.01 MB)
2 Optimizing Inference Parameters (33.25 MB)
3 Prompting Best Practices (18.93 MB)
4 Prompt Engineering Techniques (32.56 MB)
5 Prompt Misuses and Risks (26.08 MB)
1 Hands-on Amazon Comprehend (58.11 MB)
2 Hands-on Amazon Comprehend Medical (59.04 MB)
1 Hands-on Amazon Textract (86.08 MB)