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Episode 1 — Orientation: How to Learn AI by Listening	Certified - Intermediate AI Audio Course	23:23
Episode 2 — What Is AI? Definitions, Scope, Everyday Uses	Certified - Intermediate AI Audio Course	28:55
Episode 3 — A Short History of AI: Booms, Winters, Breakthroughs	Certified - Intermediate AI Audio Course	27:23
Episode 4 — How AI Systems Work: Data, Models, Feedback Loops	Certified - Intermediate AI Audio Course	28:05
Episode 5 — Glossary Deep Dive I: Core Terms You’ll Hear Often	Certified - Intermediate AI Audio Course	28:45
Episode 6 — Types of AI: Narrow vs. General, Symbolic vs. Statistical	Certified - Intermediate AI Audio Course	29:59
Episode 7 — Problem Framing: Turning Goals into AI Questions	Certified - Intermediate AI Audio Course	25:14
Episode 8 — Data for AI: Collection, Labeling, and Quality Basics	Certified - Intermediate AI Audio Course	29:00
Episode 9 — Data Bias Preview: Sources, Signals, Mitigations	Certified - Intermediate AI Audio Course	31:43
Episode 10 — ML 101: Supervised Learning in Plain Language	Certified - Intermediate AI Audio Course	29:30
Episode 11 — ML 102: Unsupervised Learning and Clustering	Certified - Intermediate AI Audio Course	26:56
Episode 12 — ML 103: Reinforcement Learning at a High Level	Certified - Intermediate AI Audio Course	28:16
Episode 13 — Evaluating Models: Accuracy, Precision/Recall, AUC	Certified - Intermediate AI Audio Course	28:19
Episode 14 — Overfitting & Generalization: When Models Fool You	Certified - Intermediate AI Audio Course	28:54
Episode 15 — Feature Engineering: From Raw Data to Signals	Certified - Intermediate AI Audio Course	27:17
Episode 16 — From Rules to Learning: Why ML Beat Expert Systems	Certified - Intermediate AI Audio Course	28:26
Episode 17 — Deep Learning Basics: Neurons, Layers, Training Intuition	Certified - Intermediate AI Audio Course	28:04
Episode 18 — Computer Vision Basics: From Pixels to Patterns	Certified - Intermediate AI Audio Course	29:25
Episode 19 — Speech & Audio AI: STT, TTS, and Speaker ID	Certified - Intermediate AI Audio Course	29:59
Episode 20 — NLP Foundations: Pre-LLM Techniques Explained	Certified - Intermediate AI Audio Course	28:45
Episode 21 — Transformers Explained: Attention Without Equations	Certified - Intermediate AI Audio Course	27:47
Episode 22 — Large Language Models: What They Can and Can’t Do	Certified - Intermediate AI Audio Course	27:06
Episode 23 — Prompting Fundamentals: Reliable Patterns and Pitfalls	Certified - Intermediate AI Audio Course	26:53
Episode 24 — Retrieval-Augmented Generation (RAG): Using Your Own Data	Certified - Intermediate AI Audio Course	25:33
Episode 25 — Embeddings & Vector Databases: Meaning as Numbers	Certified - Intermediate AI Audio Course	27:44
Episode 26 — Generative AI Beyond Text: Images, Audio, Video	Certified - Intermediate AI Audio Course	30:02
Episode 27 — Safety, Bias, and Fairness: What Can Go Wrong and Why	Certified - Intermediate AI Audio Course	32:13
Episode 28 — Explainability & Transparency: Opening the Black Box	Certified - Intermediate AI Audio Course	31:05
Episode 29 — Human-in-the-Loop: People + AI for Better Outcomes	Certified - Intermediate AI Audio Course	31:14
Episode 30 — Productizing AI: From Prototype to Production (No Code)	Certified - Intermediate AI Audio Course	32:48
Episode 31 — MLOps Essentials: Monitoring, Drift, and Lifecycle	Certified - Intermediate AI Audio Course	33:00
Episode 32 — Data Privacy & Governance: Responsible Data Use	Certified - Intermediate AI Audio Course	31:42
Episode 33 — AI Security Primer: Threats and Defenses	Certified - Intermediate AI Audio Course	31:13
Episode 34 — Legal & Policy Landscape: Copyright, Consent, Compliance	Certified - Intermediate AI Audio Course	32:24
Episode 35 — Metrics That Matter: Measuring Value, Not Hype	Certified - Intermediate AI Audio Course	31:41
Episode 36 — Change Management: Helping Teams Adopt AI	Certified - Intermediate AI Audio Course	30:53
Episode 37 — Organizational Roles: Who Does What on an AI Team	Certified - Intermediate AI Audio Course	31:08
Episode 38 — AI in Customer Support: Chatbots, Agents, Escalations	Certified - Intermediate AI Audio Course	28:07
Episode 39 — AI in Marketing & Sales: Personalization and Scoring	Certified - Intermediate AI Audio Course	32:17
Episode 40 — AI in Operations & IT: Forecasting and Anomaly Detection	Certified - Intermediate AI Audio Course	34:02

Episode 1 — Orientation: How to Learn AI by Listening

Certified - Intermediate AI Audio Course

23:23

Episode 2 — What Is AI? Definitions, Scope, Everyday Uses

Certified - Intermediate AI Audio Course

28:55

Episode 3 — A Short History of AI: Booms, Winters, Breakthroughs

Certified - Intermediate AI Audio Course

27:23

Episode 4 — How AI Systems Work: Data, Models, Feedback Loops

Certified - Intermediate AI Audio Course

28:05