EPISODE · Jun 21, 2025 · 18 MIN
AI Model (Machine Learning) Simplified
from Everything AI & Law · host Tolulope Awoyomi
What makes up an AI model? It’s simpler than you think. In this video, I break down my secret formula:AI Model = Training Data + Algorithm.You’ll learn:The role of training data and algorithms in building AI The core training dilemma: Optimization vs. GeneralizationCommon errors in model training: Overfitting vs. UnderfittingWhat “High Variance” and “High Bias” actually meanThis is a beginner-friendly explanation that cuts through the jargon and gets straight to the point.----------------------Also! I’m thrilled to announce my new book "AI, Machine Learning, Deep Learning: From Novice to Pro" is available for pre-order now.Here is the preorder link - https://a.co/d/fJX1qUE
What this episode covers
What makes up an AI model? It’s simpler than you think. In this video, I break down my secret formula:AI Model = Training Data + Algorithm.You’ll learn:The role of training data and algorithms in building AI The core training dilemma: Optimization vs. GeneralizationCommon errors in model training: Overfitting vs. UnderfittingWhat “High Variance” and “High Bias” actually meanThis is a beginner-friendly explanation that cuts through the jargon and gets straight to the point.----------------------Also! I’m thrilled to announce my new book "AI, Machine Learning, Deep Learning: From Novice to Pro" is available for pre-order now.Here is the preorder link - https://a.co/d/fJX1qUE
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AI Model (Machine Learning) Simplified
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