Maven

Ishan Anand

This course demystifies AI and teaches you exactly how Large Language Models (LLMs) like GPT-2 work, with no prerequisites beyond a STEM background. Using a unique spreadsheet implementation of GPT-2, we’ll break down each model component with crystal-clear explanations. Gain AI literacy, build a foundation for further AI projects, and confidently lead AI-driven teams.

How AI & LLMs Work: A Fast-Track Crash Course for Busy Professionals

Learn the basics of LLMs and how tokenization works in AI models.

Introduction & Tokenization

Understand how embeddings are used in AI to represent data.

Embeddings

Explore the fundamentals of neural networks and the backpropagation algorithm.

Neural Networks and Backpropagation

Dive into the concept of multi-head attention and its role in AI models.

Multi-head Attention

Integrate all learned concepts to understand the complete architecture of GPT-2.

Putting it all together

Master AI concepts with a real LLM implemented entirely in a spreadsheet. This course offers a fast, interactive, and in-depth technical understanding of AI using an easy-to-learn spreadsheet interface.

Seeking an easy introduction to machine learning.

Software/Web Developers

Navigating AI transformations in their fields.

Science & Tech Professionals

Guiding AI strategy in their organizations.

Executives/Leaders

Artificial Intelligence

Business

Cloud Engineering

Cybersecurity

Data

Design

Devops

Finance

Green Skills

Languages

AI Foundations

AI for Business

AI Automation & Workflows

Agentic AI

AI Coding / Vibe Coding

Agile and Scrum Methodologies

Agile and Scrum Practices 

AI Automation & Orchestration

AI for Data

AI for Design

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How AI & LLMs Work: A Fast-Track Crash Course for Busy Professionals

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