1.31 GB | 9min 14s | mp4 | 1280X720  | 16:9
Genre:eLearning |Language:English

Files Included :
001  AI Concepts for Tech Professionals Introduction.mp4 (14.94 MB)
001  Learning objectives.mp4 (3.11 MB)
002  1 1 Basic AI Terminology.mp4 (20.52 MB)
003  1 2 Introduction to Machine Learning.mp4 (28.59 MB)
004  1 3 Introduction to Deep Learning.mp4 (15.63 MB)
005  1 4 Question Breakdown 1.mp4 (14.84 MB)
006  1 5 Question Breakdown 2.mp4 (12.92 MB)
001  Learning objectives.mp4 (4.07 MB)
002  10 1 Transparency and Explainability Definitions.mp4 (13.13 MB)
003  10 2 AWS Transparency and Explainability Tools.mp4 (15.01 MB)
004  10 3 AI Model Safety and Transparency Tradeoffs.mp4 (13.14 MB)
005  10 4 Human-centered AI Design Principles.mp4 (14.1 MB)
006  10 5 Question Breakdown 1.mp4 (19.14 MB)
007  10 6 Question Breakdown 2.mp4 (22.28 MB)
001  Learning objectives.mp4 (4.03 MB)
002  11 1 AWS AI Security Services and Features.mp4 (22.18 MB)
003  11 2 Data Citations and Origin Documentation.mp4 (13.55 MB)
004  11 3 Secure Data Engineering Best Practices.mp4 (19.74 MB)
005  11 4 AI Security and Privacy Considerations.mp4 (19.66 MB)
006  11 5 Question Breakdown 1.mp4 (13.24 MB)
007  11 6 Question Breakdown 2.mp4 (13.09 MB)
001  Learning objectives.mp4 (4.58 MB)
002  12 1 AWS Governance and Compliance Services.mp4 (18.73 MB)
003  12 2 Data Governance Strategies.mp4 (12.33 MB)
004  12 3 Governance Protocols and Compliance Standards.mp4 (11.71 MB)
005  12 4 Question Breakdown 1.mp4 (17.88 MB)
006  12 5 Question Breakdown 2.mp4 (20.26 MB)
001  Learning objectives.mp4 (3.25 MB)
002  2 1 AI Patterns and Anti-patterns.mp4 (22.86 MB)
003  2 2 ML Techniques.mp4 (14.42 MB)
004  2 3 Real-world AI Applications.mp4 (16.05 MB)
005  2 4 AWS Managed AIML Services.mp4 (20.45 MB)
006  2 5 Question Breakdown 1.mp4 (12.05 MB)
007  2 6 Question Breakdown 2.mp4 (16.55 MB)
001  Learning objectives.mp4 (3.76 MB)
002  3 1 Pre-trained Model Selection Criteria.mp4 (20.25 MB)
003  3 2 Model Inference Parameters.mp4 (14.28 MB)
004  3 3 Introduction to RAG.mp4 (21.1 MB)
005  3 4 Introduction to Vector Databases.mp4 (16.02 MB)
006  3 5 AWS Vector Database Service.mp4 (12.06 MB)
007  3 6 Foundation Model Customization Cost Tradeoffs.mp4 (15.5 MB)
008  3 7 Generative AI Agents.mp4 (16.87 MB)
009  3 8 Question Breakdown 1.mp4 (9.32 MB)
010  3 9 Question Breakdown 2.mp4 (13.96 MB)
001  Learning objectives.mp4 (4.21 MB)
002  4 1 Foundation Model Training.mp4 (11.94 MB)
003  4 2 Foundation Model Performance Metrics and Evaluation.mp4 (36.77 MB)
004  4 3 Foundation Model Business Objective Criteria.mp4 (8.85 MB)
005  4 4 Foundation Model Fine-tuning.mp4 (20.32 MB)
006  4 5 Foundation Model Data Preparation.mp4 (15.61 MB)
007  4 6 Question Breakdown 1.mp4 (14.15 MB)
008  4 7 Question Breakdown 2.mp4 (13.66 MB)
001  Learning objectives.mp4 (2.92 MB)
002  5 1 Basic Generative AI Terminology.mp4 (18.65 MB)
003  5 2 Generative AI Use Cases.mp4 (16.68 MB)
004  5 3 Foundation Model Lifecycle.mp4 (9.94 MB)
005  5 4 Question Breakdown 1.mp4 (15.01 MB)
006  5 5 Question Breakdown 2.mp4 (12.72 MB)
001  Learning objectives.mp4 (3.48 MB)
002  6 1 Generative AI Advantages.mp4 (16.15 MB)
003  6 2 Generative AI Disadvantages.mp4 (18.45 MB)
004  6 3 Model Selection Decision Tree.mp4 (11.95 MB)
005  6 4 Generative AI Business Value and Metrics.mp4 (16.28 MB)
006  6 5 Question Breakdown 1.mp4 (16.9 MB)
007  6 6 Question Breakdown 2.mp4 (22.47 MB)
001  Learning objectives.mp4 (3.52 MB)
002  7 1 Prompt Workflow.mp4 (9.73 MB)
003  7 2 Prompt Engineering Concepts.mp4 (18.16 MB)
004  7 3 Prompt Engineering Techniques.mp4 (24.48 MB)
005  7 4 Prompt Engineering Best Practices.mp4 (9.59 MB)
006  7 5 Prompt Engineering Risks and Limitations.mp4 (14.88 MB)
007  7 6 Question Breakdown 1.mp4 (22.62 MB)
008  7 7 Question Breakdown 2.mp4 (15.73 MB)
001  Learning objectives.mp4 (3.89 MB)
002  8 1 ML Pipeline Components.mp4 (21.59 MB)
003  8 2 ML Model Sources and Deployment Types.mp4 (10.12 MB)
004  8 3 Introduction to ML Ops.mp4 (14.01 MB)
005  8 4 AWS ML Pipeline Services.mp4 (18.02 MB)
006  8 5 ML Model Performance Metrics.mp4 (13.15 MB)
007  8 6 Question Breakdown 1.mp4 (11.87 MB)
008  8 7 Question Breakdown 2.mp4 (14.08 MB)
001  Learning objectives.mp4 (4.53 MB)
002  9 1 Responsible AI Features.mp4 (15.99 MB)
003  9 2 AWS Responsible AI Tools.mp4 (15.43 MB)
004  9 3 Responsible AI Model Selection Practices.mp4 (14.22 MB)
005  9 4 Generative AI Legal Risks.mp4 (13.27 MB)
006  9 5 AI Dataset Characteristics.mp4 (10.42 MB)
007  9 6 AI Bias and Variance.mp4 (19.73 MB)
008  9 7 AWS AI Bias Detection Tools.mp4 (8.04 MB)
009  9 8 Question Breakdown 1.mp4 (19.23 MB)
010  9 9 Question Breakdown 2.mp4 (19.27 MB)
001  Module Introduction.mp4 (3.22 MB)
001  Module Introduction.mp4 (3.07 MB)
001  Module Introduction.mp4 (3.88 MB)
001  Module Introduction.mp4 (3.04 MB)
001  Module Introduction.mp4 (3.67 MB)
001  AI Concepts for Tech Professionals Summary.mp4 (4.52 MB)]
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