LLM Mastery: How AI Language Models Actually Work
From Transformers to Practical AI Workflows — Understand, Compare, and Apply
Stop treating AI as a black box. This course explains how Large Language Models work from first principles, compares the leading models (ChatGPT, Claude, Gemini, Deepseek, Manus AI), and teaches you to apply AI practically across images, video, research, strategy, code, and business workflows.
Framework: Understand-Compare-Apply Framework
Three-stage mastery: Understand the mechanics (transformers, tokens, attention), Compare the models (capabilities, trade-offs, pricing), Apply strategically (right model for the right task).
Capstone Project: AI-Augmented Workflow Design
Design a complete AI-augmented workflow for a real business process of your choice — combining at least 3 different AI tools/models, with a clear rationale for each choice based on the model comparison framework.
Course Details
Duration: 5 hours
Level: intermediate
Category: Python, AI & Machine Learning
Course Curriculum — 8 Modules
How LLMs Work: Transformers, Tokens, and Attention
Duration: 30 minutes
Includes: Quiz
The LLM Landscape: ChatGPT, Claude, Gemini, Deepseek & Manus AI Compared
Duration: 30 minutes
AI for Visual Content: Images, Video & Presentations
Duration: 30 minutes
AI for Knowledge Work: Deep Research & Strategy
Duration: 30 minutes
AI for Code: Vibe Coding, Debugging & Architecture
Duration: 30 minutes
AI for Business: Marketing, Sales, Operations & Customer Service
Duration: 30 minutes
Includes: Quiz
Prompt Engineering Mastery: Frameworks, Patterns & Chain-of-Thought
Duration: 30 minutes
Includes: Quiz
Building AI-Augmented Workflows: The Capstone Project
Duration: 30 minutes
Includes: Quiz
Enroll now at Framework First Academy to learn LLM Mastery: How AI Language Models Actually Work through structured frameworks and real-world projects.