Certified - Responsible AI Audio Course
Celková doba trvání:
14 h 44 min
Episode 1 — Welcome & How to Use This PrepCast
Certified - Responsible AI Audio Course
12:18
Episode 2 — What “Responsible AI” Means—and Why It Matters
Certified - Responsible AI Audio Course
25:33
Episode 3 — Guiding Principles in Plain Language
Certified - Responsible AI Audio Course
24:23
Episode 4 — The AI Risk Landscape
Certified - Responsible AI Audio Course
25:47
Episode 5 — Stakeholders and Affected Communities
Certified - Responsible AI Audio Course
23:45
Episode 6 — The Responsible AI Lifecycle
Certified - Responsible AI Audio Course
22:30
Episode 7 — Policy Basics for Non Lawyers
Certified - Responsible AI Audio Course
23:52
Episode 8 — AI Regulation in Practice
Certified - Responsible AI Audio Course
22:45
Episode 9 — Risk Management Frameworks
Certified - Responsible AI Audio Course
24:06
Episode 10 — AI Management Systems
Certified - Responsible AI Audio Course
22:47
Episode 11 — Internal AI Policies & Guardrails
Certified - Responsible AI Audio Course
22:12
Episode 12 — Data Governance 101
Certified - Responsible AI Audio Course
22:22
Episode 13 — Documenting Data
Certified - Responsible AI Audio Course
23:03
Episode 14 — Fairness Definitions
Certified - Responsible AI Audio Course
21:48
Episode 15 — Measuring Bias
Certified - Responsible AI Audio Course
20:44
Episode 16 — Mitigating Bias
Certified - Responsible AI Audio Course
16:01
Episode 17 — Why Explainability?
Certified - Responsible AI Audio Course
21:27
Episode 18 — Interpretable Models vs. Post hoc Explanations
Certified - Responsible AI Audio Course
21:27
Episode 19 — Explainer Tooling
Certified - Responsible AI Audio Course
21:33
Episode 20 — Model, Data & System Cards
Certified - Responsible AI Audio Course
20:16
Episode 21 — Communicating with Humans
Certified - Responsible AI Audio Course
20:36
Episode 22 — Privacy by Design for AI
Certified - Responsible AI Audio Course
19:27
Episode 23 — Differential Privacy in Practice
Certified - Responsible AI Audio Course
19:44
Episode 24 — Federated & Edge Approaches
Certified - Responsible AI Audio Course
20:10
Episode 25 — Synthetic Data
Certified - Responsible AI Audio Course
20:13
Episode 26 — Retention, Deletion & Data Rights
Certified - Responsible AI Audio Course
25:10
Episode 27 — Threat Modeling for AI Systems
Certified - Responsible AI Audio Course
25:28
Episode 28 — Adversarial ML
Certified - Responsible AI Audio Course
23:27
Episode 29 — LLM Specific Risks
Certified - Responsible AI Audio Course
24:52
Episode 30 — Content Safety & Toxicity
Certified - Responsible AI Audio Course
25:06
Episode 31 — Red Teaming & Safety Evaluations
Certified - Responsible AI Audio Course
23:42
Episode 32 — Hallucinations & Factuality
Certified - Responsible AI Audio Course
23:19
Episode 33 — Designing Evaluations
Certified - Responsible AI Audio Course
17:21
Episode 34 — Human in the Loop
Certified - Responsible AI Audio Course
23:00
Episode 35 — Monitoring & Drift
Certified - Responsible AI Audio Course
21:02
Episode 36 — Incidents & Postmortems
Certified - Responsible AI Audio Course
21:38
Episode 37 — Copyright & Licensing in GenAI
Certified - Responsible AI Audio Course
21:07
Episode 38 — Provenance & Watermarking
Certified - Responsible AI Audio Course
21:59
Episode 39 — Inclusive & Accessible AI
Certified - Responsible AI Audio Course
20:44
Episode 40 — Choice Architecture & Dark Patterns
Certified - Responsible AI Audio Course
27:48
