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

  1. How LLMs Work: Transformers, Tokens, and Attention

    Duration: 30 minutes

    Includes: Quiz

  2. The LLM Landscape: ChatGPT, Claude, Gemini, Deepseek & Manus AI Compared

    Duration: 30 minutes

  3. AI for Visual Content: Images, Video & Presentations

    Duration: 30 minutes

  4. AI for Knowledge Work: Deep Research & Strategy

    Duration: 30 minutes

  5. AI for Code: Vibe Coding, Debugging & Architecture

    Duration: 30 minutes

  6. AI for Business: Marketing, Sales, Operations & Customer Service

    Duration: 30 minutes

    Includes: Quiz

  7. Prompt Engineering Mastery: Frameworks, Patterns & Chain-of-Thought

    Duration: 30 minutes

    Includes: Quiz

  8. 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.