Agent.ai

Turn Messy Transcripts into Clean, Publish-Ready Blogs

Beekeeper

Birdeye

Harry Hawk

Director of Product Success, RevSure

Use ChatGPT to merge and correct multiple transcripts into one reliable master file.

Create a clean source transcript

Apply a Custom GPT to turn the master transcript into a structured blog draft.

Generate a publish-ready blog

Save the ChatGPT flow to consistently produce blogs plus quotes, glossaries, and links.

Reuse the workflow every time

"Despite being a student in Harvard’s Master’s in Data Science program, I've struggled to understand the concepts that make LLMs so impressive. This class gave me the answers." - Tony "Ishan takes a black box, rips it apart to understandable compartments, and clearly communicates what is going on. Highly recommend." - Joe, CFO ______________________________________________________________________ The current cohort completed recording on January 17th, 2025 but you can still enroll to participate asynchronously: •&nbsp;Get lifetime access to all recorded sessions, including interactive Q&amp;A segments•&nbsp;Connect with peers in our dedicated private Discord community•&nbsp;Master the material through comprehensive quizzes and training resources•&nbsp;Receive direct instructor support via email or Discord whenever you need help•&nbsp;The option to attend a future live cohort for free______________________________________________________________________ Why This Course Stands Out: You already know how vital AI is to your career—it's in every conversation, project, and strategy session. But diving into AI feels daunting with limited time for self-study or complex programming. That’s where this course comes in. Skip the endless prep work and gain an intuitive, hands-on understanding of AI and transformers in just a few hours—without needing an advanced degree. No other course offers such an interactive, fast, and in-depth technical understanding of AI using an actual GPT-2 model, all using an easy-to-learn spreadsheet interface. ______________________________________________________________________ Perfect for Busy STEM Professionals:Whether you're a developer, technical manager, or executive, this course demystifies AI and teaches you exactly how Large Language Models (LLMs) like GPT-2 work, with no prerequisites beyond a STEM background. It’s ideal for: • Software/Web Developers seeking an easy introduction to machine learning. • Science &amp; Tech Professionals navigating AI transformations in their fields. • Technical Sales/Marketing crafting messaging for AI products. • Product/Project Managers overseeing LLM-powered solutions. • Executives/Leaders guiding AI strategy in their organizations. ______________________________________________________________________ What You’ll Learn:Using a unique spreadsheet implementation of GPT-2 (the predecessor to ChatGPT), we’ll break down each model component with crystal-clear explanations. In just a few sessions, you’ll be able to: • Understand how LLMs work—as quickly as possible. • Explain every key component—tokenization, embeddings, attention, and more. • Gain AI literacy—so you can confidently lead and manage AI-driven teams. • Build a foundation for further AI projects—and even more advanced learning. ______________________________________________________________________ Why Spreadsheets?You don’t need to be a coder or a calculus expert to understand AI—just the right approach. This course uses an innovative, no-code, spreadsheet-based method to teach LLMs. It's fast, interactive, and designed for busy professionals like you. By breaking down complex AI principles into easy-to-follow spreadsheet exercises, you’ll gain a lasting, foundational understanding of how large language models work. This is knowledge you can carry across into any model, any programming language, and any project. ______________________________________________________________________ Hands-On Learning, No Programming Required: By the end of the course, you’ll have a working, detailed understanding of how transformers power LLMs like ChatGPT, Claude, and Llama. Plus, you'll have a spreadsheet tool you can explore and tweak to deepen your understanding further. ______________________________________________________________________ See it for Yourself: Still unsure? Watch the FREE lightning lesson:"Inside the Brain of an LLM: How it Works in 30 Minutes" to see how accessible AI learning can be: https://maven.com/p/eeea6f/inside-the-brain-of-an-llm-how-it-works-in-30-minutes ______________________________________________________________________ Join the Community of Learners: • “I could’ve read 20 papers on this and not gotten nearly the understanding I got from this hands-on course.”— Class Participant from Adobe • “Highly recommend this course for anyone wanting to build a foundation in LLMs. Ishan’s interactive approach makes complex concepts incredibly clear.”— Matt, Business Intelligence Analyst ______________________________________________________________________ Practical Details: • Course Access: All sessions are recorded and available to stream after the course concludes, so you’ll never miss a thing.• Reimbursement: Your company may cover this course if you're building or transitioning into AI at work. ______________________________________________________________________ New for this cohort! We've dropped the requirement for Excel. We have a browser based alternative. Some exercises may use Google Sheets and/or Python.

Skip the mountains of prep work and learn how AI works in just a few hours

Course syllabus

If your events are recurring and at the same time, it might be easiest to use a single line item to communicate your course schedule to students

Tuesdays & Thursdays

Feel free to type out dates as your title as a way to communicate information about specific live sessions or other events.

May 7, 2022

Schedule items can also be used to convey commitments outside of specific time slots (like weekly projects or daily office hours).

Weekly projects

Course schedule

Executives, engineering managers, and product managers leading and coordinating technical AI teams leveraging LLMs

Developers without formal training in machine learning that want to quickly understand the LLM technology in their projects

A gentle introduction to LLMs for professionals pivoting their career to AI from traditional software engineering or other STEM fields

Anyone who can read a spreadsheet that is motivated and deeply interested in how the next wave of computing works

Who is this course for

What you’ll get out of this course

This course breaks down complex AI concepts into easy-to-follow steps using Excel, making it accessible for anyone with a STEM background.

Understand how LLMs work as quickly as possible

Precisely understand in detail the architecture and function of the GPT2 model, including tokenization, embeddings, attention, multi-layer perceptron, and layernorm.

Recognize and explain every component of an LLM

You'll gain a solid understanding of how LLMs function, enabling you to confidently engage with engineers and technical stakeholders.

AI Literacy for managing technical teams

Build a foundation that equips you with the essential knowledge to explore advanced AI topics, undertake AI projects, or pursue further coursework.

Prepare yourself for further exploration, projects, or coursework in artificial intelligence

Master AI Concepts with a Real LLM Implemented Entirely in a Spreadsheet. No Complex Math. Just Clarity. 

Jan 8—17, 2025 (On-demand)

Ishan Anand

Unlock a personalized learning experience.  Dates and times will be customized to the participant.

1-on-1 Premium Version 

"We do not rise to the level of our goals. We fall to the level of our systems."
You'll build and implement an individual Operating System.

Founder & Executive Coach

Jack Cohen

Founder, Coach to 67 founders & 200+ execs, ran Rippling's leadership program

Cohort 4

Cohort 5

What if you felt on top of everything instead?What if your team was aligned and motivated to execute?ManagerGPT offers the playbook and AI tools taught to 500+ founders, execs, and managers to shift from stressed and overwhelmed to Clear Focus &amp; Emotional Balance.HERE'S THE CHALLENGEYour days are filled with:🗓️ back-to-back meetings, 🔴 endless Slack messages, 🚀 never-ending requests from customers &amp; colleagues, ⏱️ wishes that you and your team could move faster and work on what matters.🔥 Prioritizing sounds nice, but you always end up fighting fires. 🔥✨ You wonder if AI can help, you wonder how other leaders are using AI to manage it all—but honestly, who's got the time to figure that out? ⏳As you try to move faster, people fall short of expectations and potential, creating friction and frustration.THE SOLUTIONBy Week 2, you’ll have built your Operating System (mindsets, habits, and tools like custom GPTs &amp; AI Copilot) to shift from reacting to constant inputs to creating what matters most and leading your team in that direction.Then we apply this interpersonally, using tools like FeedbackGPT and the GAIN framework so you feel calm, confident, and effective in every interaction.

Spend your days fighting fires or each other?

The Operating System for Clear Focus & Emotional Balance

AI As Your Ally (including your own Custom GPTs, AI Copilot, and AI Agents)

Applied Mindfulness (shift from reacting to responding)

The Leverage Framework

GAIN Feedback Framework

GROW Coaching Framework

High-Growth ManagersReady to move out of IC mode, you want to be the inspiring leader people thank for the rest of their careers.

ExecutivesYou know there's a better way than back-to-back meetings everyday. To scale your impact, you know you must scale yourself first

Startup FoundersYou're expanding your focus from building a product to building a team. And to do so, you need the team to step up fast.

Operations Educator

Jen Bergren

Human-Centered Operations Leader, putting people & process before tech.

April 2026 Cohort 13

July 2026 Cohort 14

This 3-hour workshop will provide guidance and a template for creating process steps, structure, naming, and visuals. Note: The class does not cover process mapping or process levels. The workshop includes pre-work, individual work time on actual documentation for your business, peer review time to test your document's clarity, and group discussions. This workshop is also offered as part of a larger 4-session course, if you're looking for help prioritizing where to start, setting up a system, and handling objections from other people. https://maven.com/jen-bergren/documentation1

If you don't document, 
you can't scale.

Create documentation so you can easily hire, train, and repeat work efficiently to reduce stress and achieve your business growth goals. 

Writing a clear process document

Founder, executive, or manager who wants to easily train others to efficiently take over their work and run it reliably

Operations teams, who know the value of documentation but have had trouble starting it or convincing others to participate

Efficiency-focused professionals who are tired of being tactical and reactive every day instead of completing proactive strategic work

Turn information overload into a Knowledge Engine that talks back. Go from drowning in unread PDFs to shipping high-fidelity AI artifacts.

Solutions Architect & AI Educator

Thoughts Brewing

HubSpot

United Way

MANTECH

Damien Griffin

Solutions Architect & Co-Founder at Thoughts Brewing, LLC

Cohort 7

This course is for AI-curious professionals who are tired of LLMs hallucinating about their own business data. You’ve used the big bots, but you’re ready for a tool that stays grounded in your specific files, not the entire internet.You should pull up a chair if you are:<ul><li>An overwhelmed researcher or lead sitting on a pile of unread PDFs and half-baked notes.</li><li>A solutions-oriented builder who needs to turn raw data into interactive podcasts, briefing docs, and infographics without the usual tech headache.</li><li>A busy professional who has played with NotebookLM but wants a structured way to master the non-intuitive interface and see what else it can actually do.</li></ul>We are looking for active builders who already have a basic handle on how to talk to a bot. We won’t be covering "Prompting 101" here, we are diving straight into building a Knowledge Engine that actually talks back.This is not for the AI absolute beginner or anyone looking for a tool to browse the web for generic answers. This is for the person who wants to tame information chaos and turn their personal library into a competitive advantage.

Master NotebookLM: Turn Data Chaos Into Precise AI Artifacts in a Weekend

Build a grounded Knowledge Engine

Transform raw data into executive-level artifacts

Generate custom Audio Overviews for hands-free learning

Visualize complex info with Mind Maps and Infographics

Navigate the 3-panel interface like a systems pro

Pressure-test your mastery with AI-generated Quizzes

You should have experience using tools like ChatGPT, Gemini, or Claude to ensure we can focus on NotebookLM-specific workflows.

Proficiency in AI Prompting

A personal or Google Workspace account is required to access the NotebookLM platform during the live sessions.

Active Google Account

Access to a desktop computer (preferred) and a stable Zoom connection for the live interactive portions of the weekend.

Standard Tech Setup

Leaders &amp; Project Managers needing reliable AI. Build a grounded system that uses your data to automate workflows.

Founders synthesizing research fast. Turn private notes and transcripts into professional audio and text reports.

Operators &amp; Researchers managing massive document libraries. Extract precise insights and summarize complex data without manual effort.

AI Workflows for Everyday Productivity

Agentic AI

Coding with AI

AI Workflows

Claude Code

OpenClaw

Vibe Coding

AI Evals

AI Transformation

RAG & Search

AI for PMs

AI for Engineers

AI for Designers

AI for Marketers

AI for Founders

Product Sense

Product Discovery

User Research

Prototyping

Growth

Analytics

Tech Foundations

Strategy

Influence

Leadership

Career Growth

Machine Learning

LLM Ops

Context Eng

Security

System Design

Figma

Design Systems

Visual Design

Design Strategy

Automation

Content Marketing

Demand Gen

Go-to-Market

Product Marketing

Positioning

Social Media

Brand

B2B Marketing

SEO & AEO

AI for Leaders

AI Governance

Communication

Management

People Operations

Exec Presence

Storytelling

Goal-setting

Personal Brand

Fundraising

Everyone

Operators

Data Scientists

Business Analysts

User Researchers

Customer Success

Project Managers

HR Professionals

Sales People

Lawyers

Finance

Investors

Real Estate

Educators

Creators

Introduction: Turning Messy Transcripts into Clean Blogs

Core Principles for Working with Generative AI

Live Demonstration Plan & Real-World Example

Generating the Blog Post from the Transcript Live

The Process of Creating a Clean, Final Transcript

Analyzing AI-Powered Transcript Corrections

Creating an In-Depth, Shareable Glossary

Building a Knowledge Agent from the Interview Content

Automating the Workflow with a Custom GPT

Creative Application: Turning an Interview into a Song

Improving Prompts for Better, Repeatable Results

Conclusion and Musical Outro

Marketers who drive brand awareness, customer acquisition, and growth across channels.

Applying AI tools and techniques to professional workflows — assign alongside more specific AI topics.

Creating and distributing valuable content to attract, engage, and convert target audiences.

Turn Messy Transcripts into Clean, Publish-Ready Blogs

What you'll learn

Why this topic matters

You'll learn from

Harry Hawk