Confused by all the AI jargon? Wondering how tools like ChatGPT, Claude, and Bard actually work? 🤯
In this beginner-friendly video, Gourav Shah from School of DevOps breaks down the magic behind LLMs (Large Language Models) and Generative AI. Whether you’re a DevOps engineer, tech enthusiast, or AI-curious learner—this is your crash course into the world of LLMs and how to start building with them.
We’ll explore core concepts like tokenization, transformer architecture, fine-tuning, prompt engineering, and how to run LLMs in production with tools like RAG and vector DBs.
🔧 Perfect for:
DevOps Engineers stepping into MLOps & LLMOps
Anyone curious about how ChatGPT and similar tools actually work
Builders of AI-powered apps looking to get started
📘 Resources
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⏱️ Timestamps:
00:00 – Introduction: What’s Happening in the World of AI
00:27 – Why LLMs Matter for DevOps & MLOps
01:14 – What is an LLM (Large Language Model)? Explained Simply
01:53 – Traditional ML vs LLM Analogy
02:52 – Real-Life Use Case: Meet Priya, the Marketing Manager
04:44 – How LLMs Work: It’s a Game of Prediction
06:04 – What are Tokens in LLMs?
07:31 – Understanding Parameters in LLMs
09:00 – How Big Are LLMs Like GPT-3?
10:27 – Rise of Transformers & The GenAI Boom
11:44 – What is Transformer Architecture?
12:41 – Understanding Attention Mechanism with Analogies
14:54 – Pre-Training vs Fine-Tuning LLMs
17:06 – Foundational Models vs Specialized Models
18:56 – What is Prompt Engineering?
20:55 – Few-shot Learning & Chain of Thought
22:59 – Role Playing with LLMs (Prompt Roles)
23:50 – Temperature & Creativity Controls
25:36 – Limitations of LLMs: Hallucination, Bias & More
27:17 – What is RAG (Retrieval-Augmented Generation)?
29:50 – Running LLMs: APIs vs Self-hosting
31:33 – Model Compression: Quantization, Distillation, Pruning
33:39 – Challenges in LLM Production & LLMOps
34:55 – Real-World LLM App Example: Customer Support Chatbot
36:41 – Getting Started: Tools, APIs & Platforms
38:02 – Summary & Final Takeaways
📌 Hashtags
#MLOpsTV #LLMs #AIExplained #DevOps #MLOps #PromptEngineering #SchoolOfDevOps #LLMOps #GPT #GenAI #ChatGPT #AIForBeginners
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