Certified - Introduction to AI Audio Course
合計時間:
19 h 45 min
Episode 1 — Orientation — What is Artificial Intelligence?
Certified - Introduction to AI Audio Course
31:26
Episode 2 — Course Roadmap — How to Learn AI in Audio Form
Certified - Introduction to AI Audio Course
24:00
Episode 3 — A Brief History of AI — From Turing to Transformers
Certified - Introduction to AI Audio Course
26:55
Episode 4 — AI vs. Machine Learning vs. Deep Learning — Key Distinctions
Certified - Introduction to AI Audio Course
27:37
Episode 5 — How Machines “Think” — Algorithms and Representations
Certified - Introduction to AI Audio Course
26:57
Episode 6 — Data — The Fuel of AI
Certified - Introduction to AI Audio Course
26:38
Episode 7 — Search and Problem Solving in AI
Certified - Introduction to AI Audio Course
25:20
Episode 8 — Knowledge Representation — How Machines Store Facts
Certified - Introduction to AI Audio Course
24:24
Episode 9 — Logic and Reasoning Systems
Certified - Introduction to AI Audio Course
25:47
Episode 10 — Probability and Decision Making Under Uncertainty
Certified - Introduction to AI Audio Course
25:11
Episode 11 — Machine Learning Foundations — Supervised, Unsupervised, Reinforcement
Certified - Introduction to AI Audio Course
23:40
Episode 12 — Neural Networks — From Neurons to Layers
Certified - Introduction to AI Audio Course
28:35
Episode 13 — Deep Learning — Modern Architectures
Certified - Introduction to AI Audio Course
28:56
Episode 14 — Natural Language Processing — How Machines Understand Text
Certified - Introduction to AI Audio Course
27:02
Episode 15 — Computer Vision — Teaching Machines to See
Certified - Introduction to AI Audio Course
28:29
Episode 16 — Speech Recognition and Generation
Certified - Introduction to AI Audio Course
28:27
Episode 17 — Robotics — AI in the Physical World
Certified - Introduction to AI Audio Course
29:39
Episode 18 — Data Collection and Preparation for AI
Certified - Introduction to AI Audio Course
33:04
Episode 19 — Training, Validation, and Testing Models
Certified - Introduction to AI Audio Course
31:32
Episode 20 — Evaluating AI Performance
Certified - Introduction to AI Audio Course
31:38
Episode 21 — Common Pitfalls and Bias in AI Systems
Certified - Introduction to AI Audio Course
32:34
Episode 22 — Human–AI Interaction — Interfaces and Usability
Certified - Introduction to AI Audio Course
32:46
Episode 23 — Cloud AI Services — Off-the-Shelf Tools
Certified - Introduction to AI Audio Course
31:08
Episode 24 — AI in Edge and IoT Devices
Certified - Introduction to AI Audio Course
31:02
Episode 25 — AI in Healthcare
Certified - Introduction to AI Audio Course
28:18
Episode 26 — AI in Finance
Certified - Introduction to AI Audio Course
33:21
Episode 27 — AI in Retail and Marketing
Certified - Introduction to AI Audio Course
32:52
Episode 28 — AI in Manufacturing and Logistics
Certified - Introduction to AI Audio Course
32:12
Episode 29 — AI in Education
Certified - Introduction to AI Audio Course
30:39
Episode 30 — AI in Government and Defense
Certified - Introduction to AI Audio Course
31:07
Episode 31 — AI in Entertainment and Media
Certified - Introduction to AI Audio Course
32:06
Episode 32 — AI in Everyday Life — Virtual Assistants, Smart Homes
Certified - Introduction to AI Audio Course
27:59
Episode 33 — Bias and Fairness in AI
Certified - Introduction to AI Audio Course
25:50
Episode 34 — AI and Privacy Concerns
Certified - Introduction to AI Audio Course
28:37
Episode 35 — Transparency and Explainability
Certified - Introduction to AI Audio Course
31:10
Episode 36 — AI and Employment — Jobs Lost, Jobs Created
Certified - Introduction to AI Audio Course
30:23
Episode 37 — AI and Law — Regulation, Liability, and Rights
Certified - Introduction to AI Audio Course
34:32
Episode 38 — AI and National Security
Certified - Introduction to AI Audio Course
34:15
Episode 39 — Philosophical Perspectives on AI and Consciousness
Certified - Introduction to AI Audio Course
34:39
Episode 40 — AI Research Frontiers — AGI and Beyond
Certified - Introduction to AI Audio Course
35:01