Certified - Intermediate AI Audio Course

Certified - Intermediate AI Audio Course

Por: Jason Edwards
This advanced audio course explores the inner workings of modern artificial intelligence systems, from architectures and embeddings to security risks and reliability strategies. Each episode delivers a focused, audio-only deep dive designed to teach technical concepts in clear, accessible language. Built for exam candidates and practitioners alike, the series helps you master AI topics without distractions or filler.
51 episodios disponibles

Latest episodes of the podcast Certified - Intermediate AI Audio Course

Episode 1 — Orientation: How to Learn AI by Listening 14/09/2025
Episode 2 — What Is AI? Definitions, Scope, Everyday Uses 14/09/2025
Episode 3 — A Short History of AI: Booms, Winters, Breakthroughs 14/09/2025
Episode 4 — How AI Systems Work: Data, Models, Feedback Loops 14/09/2025
Episode 5 — Glossary Deep Dive I: Core Terms You’ll Hear Often 14/09/2025
Episode 6 — Types of AI: Narrow vs. General, Symbolic vs. Statistical 14/09/2025
Episode 7 — Problem Framing: Turning Goals into AI Questions 14/09/2025
Episode 8 — Data for AI: Collection, Labeling, and Quality Basics 14/09/2025
Episode 9 — Data Bias Preview: Sources, Signals, Mitigations 14/09/2025
Episode 10 — ML 101: Supervised Learning in Plain Language 14/09/2025
Episode 11 — ML 102: Unsupervised Learning and Clustering 14/09/2025
Episode 12 — ML 103: Reinforcement Learning at a High Level 14/09/2025
Episode 13 — Evaluating Models: Accuracy, Precision/Recall, AUC 14/09/2025
Episode 14 — Overfitting & Generalization: When Models Fool You 14/09/2025
Episode 15 — Feature Engineering: From Raw Data to Signals 14/09/2025
Episode 16 — From Rules to Learning: Why ML Beat Expert Systems 14/09/2025
Episode 17 — Deep Learning Basics: Neurons, Layers, Training Intuition 14/09/2025
Episode 18 — Computer Vision Basics: From Pixels to Patterns 14/09/2025
Episode 19 — Speech & Audio AI: STT, TTS, and Speaker ID 14/09/2025
Episode 20 — NLP Foundations: Pre-LLM Techniques Explained 14/09/2025
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