AI Concepts for Tech Professionals

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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