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AuraAI Academy

Upskill in AI Engineering & Automation

Free structured courses covering Large Language Models, advanced Prompting, AI Agents, and n8n pipelines.

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Available Courses

AI & LLM Fundamentals for Beginners

Understand how large language models work, when to choose ChatGPT vs Claude, and how to write basic prompts.

📄Introduction to Transformers and LLMs
12m 45s
📄Comparing Claude vs GPT vs Gemini
15m 10s

Advanced Prompt Engineering Masterclass

Master chain-of-thought prompting, system instructions, few-shot conditioning, and structured JSON outputs.

📄Chain of Thought & Few-Shot Prompting
18m 30s

AI Automation Pipelines with n8n

Connect APIs, build conditional loops, and create autonomous AI agents inside n8n workflows.

📄Creating Custom n8n Nodes with Webhooks
22m 15s
Course: AI & LLM Fundamentals for Beginners

Introduction to Transformers and LLMs

Lesson Overview

In this lesson, we explore the core architecture of Transformers, weights, biases, context windows, and how model text prediction works under the hood.

Knowledge Check 🧠

Answer the question to verify your comprehension and mark the lesson complete.

What is the core building block of Large Language Models (LLMs)?