AWS Certified AI Practitioner (AIF-C01)
大小
1.49 GB
文件数
111
Info Hash:
5A9611BF92AC77279F8E651A7C1DA908D396A46F
收录时间
2025-12-22 14:38:24
更新时间
2025-12-22 16:10:14
文件列表 (111)
Module 4 Applications of Foundation Models/Lesson 9 Foundation Model Performance/002. 9.1 Foundation Model Performance Metrics and Evaluation.mp4
36.78 MB
Module 1 Exam Foundation/001. Module Introduction.mp4
2.18 MB
Module 1 Exam Foundation/Lesson 1 Exam Guide/001. Learning objectives.mp4
3.1 MB
Module 1 Exam Foundation/Lesson 1 Exam Guide/002. 1.1 Introduction.mp4
9.39 MB
Module 1 Exam Foundation/Lesson 1 Exam Guide/003. 1.2 Target Candidate Description.mp4
11.26 MB
Module 1 Exam Foundation/Lesson 1 Exam Guide/004. 1.3 Exam Content.mp4
13.27 MB
Module 1 Exam Foundation/Lesson 1 Exam Guide/005. 1.4 Exam Question Domains.mp4
14.17 MB
Module 2 Fundamentals of AI and ML/001. Module Introduction.mp4
3.5 MB
Module 2 Fundamentals of AI and ML/Lesson 2 Basic AI Concepts/001. Learning objectives.mp4
2.98 MB
Module 2 Fundamentals of AI and ML/Lesson 2 Basic AI Concepts/002. 2.1 Basic AI Terminology.mp4
20.56 MB
Module 2 Fundamentals of AI and ML/Lesson 2 Basic AI Concepts/003. 2.2 Introduction to Machine Learning.mp4
28.6 MB
Module 2 Fundamentals of AI and ML/Lesson 2 Basic AI Concepts/004. 2.3 Introduction to Deep Learning.mp4
15.62 MB
Module 2 Fundamentals of AI and ML/Lesson 2 Basic AI Concepts/005. 2.4 Question Breakdown 1.mp4
14.82 MB
Module 2 Fundamentals of AI and ML/Lesson 2 Basic AI Concepts/006. 2.5 Question Breakdown 2.mp4
12.92 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/001. Learning objectives.mp4
3.13 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/002. 3.1 AI Patterns and Anti-patterns.mp4
22.85 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/003. 3.2 ML Techniques.mp4
14.42 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/004. 3.3 Real-world AI Applications.mp4
16.03 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/005. 3.4 AWS Managed AIML Services.mp4
20.43 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/006. 3.5 Question Breakdown 1.mp4
12.08 MB
Module 2 Fundamentals of AI and ML/Lesson 3 Practical Use Cases For AI/007. 3.6 Question Breakdown 2.mp4
16.51 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/001. Learning objectives.mp4
3.9 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/002. 4.1 ML Pipeline Components.mp4
21.51 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/003. 4.2 ML Model Sources and Deployment Types.mp4
10.12 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/004. 4.3 Introduction to ML Ops.mp4
14.01 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/005. 4.4 AWS ML Pipeline Services.mp4
18.01 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/006. 4.5 ML Model Performance Metrics.mp4
13.13 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/007. 4.6 Question Breakdown 1.mp4
11.88 MB
Module 2 Fundamentals of AI and ML/Lesson 4 ML Development Lifecycle/008. 4.7 Question Breakdown 2.mp4
14.07 MB
Module 3 Fundamentals of Generative AI/001. Module Introduction.mp4
4.4 MB
Module 3 Fundamentals of Generative AI/Lesson 5 Basic Concepts of Generative AI/001. Learning objectives.mp4
2.9 MB
Module 3 Fundamentals of Generative AI/Lesson 5 Basic Concepts of Generative AI/002. 5.1 Basic Generative AI Terminology.mp4
18.64 MB
Module 3 Fundamentals of Generative AI/Lesson 5 Basic Concepts of Generative AI/003. 5.2 Generative AI Use Cases.mp4
16.64 MB
Module 3 Fundamentals of Generative AI/Lesson 5 Basic Concepts of Generative AI/004. 5.3 Foundation Model Lifecycle.mp4
9.94 MB
Module 3 Fundamentals of Generative AI/Lesson 5 Basic Concepts of Generative AI/005. 5.4 Question Breakdown 1.mp4
15.03 MB
Module 3 Fundamentals of Generative AI/Lesson 5 Basic Concepts of Generative AI/006. 5.5 Question Breakdown 2.mp4
12.72 MB
Module 3 Fundamentals of Generative AI/Lesson 6 Generative AI Capabilities and Limitations/001. Learning objectives.mp4
3.48 MB
Module 3 Fundamentals of Generative AI/Lesson 6 Generative AI Capabilities and Limitations/002. 6.1 Generative AI Advantages.mp4
16.11 MB
Module 3 Fundamentals of Generative AI/Lesson 6 Generative AI Capabilities and Limitations/003. 6.2 Generative AI Disadvantages.mp4
18.46 MB
Module 3 Fundamentals of Generative AI/Lesson 6 Generative AI Capabilities and Limitations/004. 6.3 Model Selection Decision Tree.mp4
11.95 MB
Module 3 Fundamentals of Generative AI/Lesson 6 Generative AI Capabilities and Limitations/005. 6.4 Generative AI Business Value and Metrics.mp4
16.29 MB
Module 3 Fundamentals of Generative AI/Lesson 6 Generative AI Capabilities and Limitations/006. 6.5 Question Breakdown 1.mp4
16.88 MB
Module 3 Fundamentals of Generative AI/Lesson 6 Generative AI Capabilities and Limitations/007. 6.6 Question Breakdown 2.mp4
22.39 MB
Module 3 Fundamentals of Generative AI/Lesson 7 AWS Generative AI Offerings/001. Learning objectives.mp4
3.47 MB
Module 3 Fundamentals of Generative AI/Lesson 7 AWS Generative AI Offerings/002. 7.1 AWS Generative AI Services and Features.mp4
17.97 MB
Module 3 Fundamentals of Generative AI/Lesson 7 AWS Generative AI Offerings/003. 7.2 AWS Generative AI Advantages and Benefits.mp4
19.09 MB
Module 3 Fundamentals of Generative AI/Lesson 7 AWS Generative AI Offerings/004. 7.3 AWS Generative AI Cost Tradeoffs.mp4
15.13 MB
Module 3 Fundamentals of Generative AI/Lesson 7 AWS Generative AI Offerings/005. 7.4 Question Breakdown 1.mp4
17.35 MB
Module 3 Fundamentals of Generative AI/Lesson 7 AWS Generative AI Offerings/006. 7.5 Question Breakdown 2.mp4
16.73 MB
Module 4 Applications of Foundation Models/001. Module Introduction.mp4
4.52 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/001. Learning objectives.mp4
3.74 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/002. 8.1 Pre-trained Model Selection Criteria.mp4
20.22 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/003. 8.2 Model Inference Parameters.mp4
14.27 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/004. 8.3 Introduction to RAG.mp4
21.09 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/005. 8.4 Introduction to Vector Databases.mp4
15.99 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/006. 8.5 AWS Vector Database Service.mp4
12.05 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/007. 8.6 Foundation Model Customization Cost Tradeoffs.mp4
15.48 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/008. 8.7 Generative AI Agents.mp4
16.85 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/009. 8.8 Question Breakdown 1.mp4
9.29 MB
Module 4 Applications of Foundation Models/Lesson 8 Foundation Model Design/010. 8.9 Question Breakdown 2.mp4
13.92 MB
Module 4 Applications of Foundation Models/Lesson 9 Foundation Model Performance/001. Learning objectives.mp4
3.05 MB
Introduction/001. AWS Certified AI Practitioner (AIF-C01) Introduction.mp4
21.48 MB
Module 4 Applications of Foundation Models/Lesson 9 Foundation Model Performance/003. 9.2 Foundation Model Business Objective Criteria.mp4
8.84 MB
Module 4 Applications of Foundation Models/Lesson 9 Foundation Model Performance/004. 9.3 Question Breakdown 1.mp4
14.14 MB
Module 4 Applications of Foundation Models/Lesson 9 Foundation Model Performance/005. 9.4 Question Breakdown 2.mp4
12.03 MB
Module 4 Applications of Foundation Models/Lesson 10 Foundation Model Training and Fine Tuning/001. Learning objectives.mp4
4.16 MB
Module 4 Applications of Foundation Models/Lesson 10 Foundation Model Training and Fine Tuning/002. 10.1 Foundation Model Training.mp4
11.92 MB
Module 4 Applications of Foundation Models/Lesson 10 Foundation Model Training and Fine Tuning/003. 10.2 Foundation Model Fine-tuning.mp4
20.32 MB
Module 4 Applications of Foundation Models/Lesson 10 Foundation Model Training and Fine Tuning/004. 10.3 Foundation Model Data Preparation.mp4
15.61 MB
Module 4 Applications of Foundation Models/Lesson 10 Foundation Model Training and Fine Tuning/005. 10.4 Question Breakdown 1.mp4
13.65 MB
Module 4 Applications of Foundation Models/Lesson 10 Foundation Model Training and Fine Tuning/006. 10.5 Question Breakdown 2.mp4
16.07 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/001. Learning objectives.mp4
3.55 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/002. 11.1 Prompt Workflow.mp4
9.73 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/003. 11.2 Prompt Engineering Concepts.mp4
18.16 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/004. 11.3 Prompt Engineering Techniques.mp4
24.57 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/005. 11.4 Prompt Engineering Best Practices.mp4
9.59 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/006. 11.5 Prompt Engineering Risks and Limitations.mp4
14.92 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/007. 11.6 Question Breakdown 1.mp4
22.64 MB
Module 4 Applications of Foundation Models/Lesson 11 Prompt Engineering/008. 11.7 Question Breakdown 2.mp4
15.73 MB
Module 5 Responsible and Secure AI Solutions/001. Module Introduction.mp4
4.97 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/001. Learning objectives.mp4
4.5 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/002. 12.1 Responsible AI Features.mp4
15.98 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/003. 12.2 AWS Responsible AI Tools.mp4
15.43 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/004. 12.3 Responsible AI Model Selection Practices.mp4
14.2 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/005. 12.4 Generative AI Legal Risks.mp4
13.27 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/006. 12.5 AI Dataset Characteristics.mp4
10.42 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/007. 12.6 AI Bias and Variance.mp4
19.74 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/008. 12.7 AWS AI Bias Detection Tools.mp4
8.04 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/009. 12.8 Question Breakdown 1.mp4
19.3 MB
Module 5 Responsible and Secure AI Solutions/Lesson 12 Responsible AI System Development/010. 12.9 Question Breakdown 2.mp4
19.18 MB
Module 5 Responsible and Secure AI Solutions/Lesson 13 Transparent and Explainable AI Models/001. Learning objectives.mp4
4.1 MB
Module 5 Responsible and Secure AI Solutions/Lesson 13 Transparent and Explainable AI Models/002. 13.1 Transparency and Explainability Definitions.mp4
13.14 MB
Module 5 Responsible and Secure AI Solutions/Lesson 13 Transparent and Explainable AI Models/003. 13.2 AWS Transparency and Explainability Tools.mp4
15.01 MB
Module 5 Responsible and Secure AI Solutions/Lesson 13 Transparent and Explainable AI Models/004. 13.3 AI Model Safety and Transparency Tradeoffs.mp4
13.14 MB
Module 5 Responsible and Secure AI Solutions/Lesson 13 Transparent and Explainable AI Models/005. 13.4 Human-centered AI Design Principles.mp4
14.09 MB
Module 5 Responsible and Secure AI Solutions/Lesson 13 Transparent and Explainable AI Models/006. 13.5 Question Breakdown 1.mp4
19.16 MB
Module 5 Responsible and Secure AI Solutions/Lesson 13 Transparent and Explainable AI Models/007. 13.6 Question Breakdown 2.mp4
22.31 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/001. Learning objectives.mp4
4.02 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/002. 14.1 AWS AI Security Services and Features.mp4
22.19 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/003. 14.2 Data Citations and Origin Documentation.mp4
13.57 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/004. 14.3 Secure Data Engineering Best Practices.mp4
19.75 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/005. 14.4 AI Security and Privacy Considerations.mp4
19.67 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/006. 14.5 Question Breakdown 1.mp4
13.22 MB
Module 5 Responsible and Secure AI Solutions/Lesson 14 AI Security/007. 14.6 Question Breakdown 2.mp4
13.08 MB
Module 5 Responsible and Secure AI Solutions/Lesson 15 AI Governance and Compliance/001. Learning objectives.mp4
4.57 MB
Module 5 Responsible and Secure AI Solutions/Lesson 15 AI Governance and Compliance/002. 15.1 AWS Governance and Compliance Services.mp4
18.71 MB
Module 5 Responsible and Secure AI Solutions/Lesson 15 AI Governance and Compliance/003. 15.2 Data Governance Strategies.mp4
12.33 MB
Module 5 Responsible and Secure AI Solutions/Lesson 15 AI Governance and Compliance/004. 15.3 Governance Protocols and Compliance Standards.mp4
11.73 MB
Module 5 Responsible and Secure AI Solutions/Lesson 15 AI Governance and Compliance/005. 15.4 Question Breakdown 1.mp4
17.94 MB
Module 5 Responsible and Secure AI Solutions/Lesson 15 AI Governance and Compliance/006. 15.5 Question Breakdown 2.mp4
20.27 MB
Summary/001. AWS Certified AI Practitioner (AIF-C01) Summary.mp4
5.52 MB