Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)

Dave Ebbelaar (LLM Eng) ยท Intermediate ยท๐Ÿ” RAG & Vector Search ยท7mo ago
๐Ÿ’ผ Need help implementing AI in your business? Submit your project request: https://go.datalumina.com/LGtLhG5 ๐Ÿ› ๏ธ Are you a developer interested in AI? Want to learn real AI Engineering? Go here: https://go.datalumina.com/DNB2Vc6 Want to start freelancing? Let me help: https://go.datalumina.com/wCzXU9b โฑ๏ธ Timestamps 00:00 Introduction 00:31 AI Agents 02:31 Vector Databases 04:30 RAG 06:09 MCP 09:35 Context Engineering 11:06 Guardrails 13:21 Fine-Tuning 16:27 Wrap & Next Video ๐Ÿ“Œ Description Understanding AI today often feels like drowning in buzzwords: RAG, MCP, vector databases, context engineering, guardrailsโ€ฆ the list never ends. Scroll LinkedIn or Twitter and itโ€™s just a wall of acronyms. But luckily, you donโ€™t need to learn everything. You only need to understand a handful of key concepts that actually matter if you want to make sense of how AI systems really work. In this video, I break down 7 essential AI terms you need to know in 2025. In plain English explanations with real-world examples and analogies you wonโ€™t forget. Whether youโ€™re a developer, a technical leader, or a curious professional trying to follow AI conversations at work, these concepts will give you the clarity you need. ๐Ÿ‘‹๐Ÿป About Me Hi! I'm Dave, AI Engineer and founder of Dataluminaยฎ. On this channel, I share practical tutorials that teach developers how to build production-ready AI systems that actually work in the real world. Beyond these tutorials, I also help people start successful freelancing careers. Check out the links above to learn more!
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29 Full Machine Learning Project โ€” Predictive Modelling (Part 6)
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32 Full Machine Learning Project โ€” Counting Repetitions (Part 7)
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Chapters (9)

Introduction
0:31 AI Agents
2:31 Vector Databases
4:30 RAG
6:09 MCP
9:35 Context Engineering
11:06 Guardrails
13:21 Fine-Tuning
16:27 Wrap & Next Video
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