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EPISODE · Mar 30, 2026 · 4 MIN

AI Fundamentals Guide

from AI Cast · host Nerd Level Tech

What You'll LearnThe foundational building blocks of AI and how they interconnect.The difference between AI, Machine Learning, and Deep Learning.Key algorithms and architectures used in modern AI systems.How to train and evaluate a simple AI model in Python.When to use AI—and when it’s not the right tool.Common pitfalls, scalability, and security considerations.How major companies apply AI in production.

What this episode covers

What You'll LearnThe foundational building blocks of AI and how they interconnect.The difference between AI, Machine Learning, and Deep Learning.Key algorithms and architectures used in modern AI systems.How to train and evaluate a simple AI model in Python.When to use AI—and when it’s not the right tool.Common pitfalls, scalability, and security considerations.How major companies apply AI in production.

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AI Fundamentals Guide

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This episode is 4 minutes long.

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This episode was published on March 30, 2026.

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What You'll LearnThe foundational building blocks of AI and how they interconnect.The difference between AI, Machine Learning, and Deep Learning.Key algorithms and architectures used in modern AI systems.How to train and evaluate a simple AI model...

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