Agentic AI

Coding with AI

AI Evals

AI for PMs

AI for Engineers

AI for Designers

AI for Marketers

AI for Founders

Product

User Research

Prototyping

Growth

Strategy

Influence

Leadership

Career Growth

Engineering

Machine Learning

Security

System Design

Design

Figma

Design Systems

Design Strategy

Marketing

Content Marketing

Go-to-Market

Product Marketing

B2B Marketing

AI for Leaders

Communication

Management

Storytelling

Founders

More

Everyone

Operators

Data Scientists

User Researchers

Project Managers

Sales People

Lawyers

Finance

Investors

Real Estate

The best way to learn Python for Data Science and AI, with the help of AI.

16 yrs in AI & Data, 3xAuthor, Mentor

Mirza Rahim Baig

AI Leader, GenAI Startup Mentor, Educator, Author | Zalando, Flipkart, ZS

Cohort 202505

Cohort 2

Real skills for real data science jobs. No outdated tutorials. Think in logic and use GenAI wisely. One unique course. One capstone. Weekly 1:1 mentorship.Don't be a code monkey, be a data science doer. Each week features a hands-on case study. The course is unique - teaches techniques like pseudocode effectively for data science tasks and uses GenAI for assistance for maximum learning. No fluff, just practical skills for data science roles. Additionally, this course will fill a HUGE gap - teaching skills like API fundamentals, using OpenAI API, that are essential for modern data professionals. By the end of this course, students will be able to: -<ul><li>Apply Python programming concepts - specifically for data science tasks</li><li>Manipulate and analyze data using key Python libraries</li><li>Create effective data visualizations to communicate insights</li><li>Implement end-to-end data analysis projects</li><li>Create ML models using sklearn</li><li>Use APIs for real world data - foundational knowledge for modern data science/AI</li><li>Use OpenAI APIs to access GenAI models like GPT</li></ul>Note: This is not a regular course. You will learn ONLY through case studies, each week, to get extremely practical knowledge.

In weeks, not months. Logic first. Don't be a code monkey!

Learn Python by doing end-to-end analyses

For Data Science, not developer focused

Logic first approach for beginners

GenAI used wisely as validator, not a crutch 

Multiple projects for your portfolio

Modern data science foundations

Basic IT literacy is enough. If you can use technology to access this course, you're good!

No prerequisites!

Anyone seeking to make a career in Data Science/AI.

Graduates looking to get into Data science/ analytics / AI roles.

Professionals in adjacent roles who would like to move to data science roles.

Fresh ways of working, fresh conversations to have with teams, and using AI in accurate, helpful ways.

The Mary Poppins of CX/UX ☂️

The Stepstone Group

Macy's

Arizona State University

Debbie Levitt, MBA, CPIC, ACC

Product, Service, & Experience Strategist, Researcher, Service Designer

AI & Research - Cohort 01

It’s not product-shareholder fit, product-executive fit, product-lowest-budget-fit, or product-deadline fit. It’s also not product-market-good-enough or product-market-we’ll-fix-it-later. In decades of consulting and strategy work, leaders and execs have never asked me to help them fail more or fail faster. They want me to find and solve problems, identify and mitigate risk, make teams more efficient, and make products and services more successful.We waste time and money trying to solve problems we don't understand for target markets we don't understand.Light on slides, heavy on action! 18 hours of live instruction + 4 hours of live Q&amp;A/AMA. Can't make it live or would rather watch videos? All live lessons will be recorded and made available to cohort members.Continued support in our free Discord community.<a target="_blank" rel="noopener noreferrer nofollow" href="https://docs.google.com/document/d/1MeLgmpVvu8xacYDkMiYzMLXAKDws0aNuoux0zPCg1Cc/edit?usp=sharing">View the detailed syllabus/course plan (Google Doc).</a>Great for tech and corporate workers and leaders, startup founders, and freelancers. Definitely for Researchers wanting to add AI thoughtfully to their process.Join this course's next free <a target="_blank" rel="noopener noreferrer nofollow" href="https://atomicpmf.com/lightning">Lightning Lesson</a>!

Practical techniques to improve work quality, efficiency, and strategy.

PMF exists on three levels. You're probably losing customers at the micro level.

Atomic PMF model and process are flexible frameworks that fits every project.

Whether work is done by humans, AI, or both, we have to satisfy customers.

Use AI as a critical thinking partner in the Atomic PMF process.

The course welcomes everybody at every level. New to tech work, a new startup founder, or been doing this for decades? You belong here.

None! No gatekeeping. 😊

You're under pressure to use AI but have no idea where it helps vs. where it sucks. You want to learn practical techniques, not theory.

You're tired of high failure rates and vibe producting. Learn why products fail and how to find (and keep) product-market fit.

You're a PM, Founder, Researcher, Designer, or Strategist drowning in guesses and assumptions. Put "strategy" back in "product strategy."

In short, you will walk away with the building blocks and skills to transform your career as AI assistants emerge as tools of the future.

AI Course Instructor & Facilitator

Google

Levi's

McKesson

JPMorgan Chase & Co.

Cardinal Health

Dom Michalec

Beta26

By the end of this course, you will have used an emerging fluency in AI to collaborate with Claude. The best part? You'll learn while also building something useful by the end of the course. A complex report for your boss, a new morning routine that sets you up for the day ahead, a tool that helps you with industry research. Something that you can put to immediately use while showcasing your new skills. While Claude will be used for teaching and live demos, the foundations you learn will translate well in your use of other AI tools like ChatGPT, Gemini, Perplexity, and Copilot. Past students have used what they learned to create their own personalized daily newspaper, an automated report of all their daily meetings, an email subscription cancellation tool, an automation that does their expense reports for them, and even launch their own personal websites. All in under 3 hours. You'll understand how to prompt effectively, organize your work inside Claude, and automate tasks with Cowork. More importantly, you'll walk away knowing how to keep getting better on your own.

Highly-practical and focused on giving you a new superpower, all before dinner

How to navigate Claude's features

How to effectively prompt Claude

How to create and manage Projects & Memory

How to create and manage Artifacts

How to use Cowork

Both will be taught throughout the course

Access to Claude and Claude Cowork

This course, while live, will be remote. A good internet connection is vital

Working Internet

Curiosity will take you far in this course

A good attitude and a willingness to learn

Professionals who are AI-curious but haven't found a way to make it practical in their work

Anyone who works with information, communicates with others, or produces anything in writing

People who've tried AI tools before and weren't impressed, or got frustrated, but want to try again

Master a proven system to create clear, persuasive presentations in half the time using AI as your strategic thinking partner.

This is a hybrid learning experience that combines:
•	8 self-paced modules delivered in March
•	2 live, 60-minute coaching sessions in March 2026
•	Lifetime access to all module recordings
•	Lifetime access to all live session recordings
•	Templates, checklists, prompt packs, and before/after examples


Cohort 1

Cohort 3

Ex-JPMorgan VP | Presentation Expert

Commerzbank

PwC UK

MaryBeth Hazeldine

Presentation psychology expert with 35 years training Fortune 500 professionals

You know presentations matter. They shape decisions, win clients, and move careers forward. But creating them? That's exhausting.You spend hours wrestling with structure, rewriting messaging that doesn't land. By the time you're done, you're not even confident it will work.AI promises to help, but most people end up with generic outputs and robotic messaging. The tool saves time on the wrong things.Here's what's needed: a strategic approach combining AI efficiency with presentation psychology—the clarity, structure, and persuasion that makes people act.This course teaches exactly that. You'll use AI not as a shortcut, but as a thinking partner. You'll learn frameworks like AVP (Action-Value-Proof) and messaging psychology that transform unclear ideas into compelling narratives.You'll build presentations faster—yes. But more importantly, you'll build them better. Clearer structure. Stronger messaging. More impact.By the end, you'll have a repeatable workflow that cuts creation time in half while dramatically improving quality. No more staring at blank slides. No more second-guessing. Just confident, persuasive presentations—every time.

Master AI-powered presentations that persuade, save time, and win decisions

Structure presentations that are clear, logical, and impossible to ignore

Craft persuasive messaging that resonates and drives action

Build a repeatable AI workflow that saves 10+ hours per week on presentations

Turn data and complex information into stories people actually understand

Professionals who create presentations regularly and want to save hours while delivering clearer, more persuasive, impactful results

Managers, consultants, and client-facing roles who need to influence stakeholders and communicate complex ideas with confidence

Ambitious professionals who want to stand out by mastering communication skills that position them as clear, strategic business leaders

How to build a system that handles the work you shouldn't be doing and sharpens the work only you can do.

Head of Product | AI for non-tech users

Booking.com

DeepL

ABOUT YOU

Zalando

TikTok

Myles Sutholt

Head of Product who uses the system he teaches every day with his team.

You already use AI. You probably think it is going well.When researchers measured experienced professionals using AI on real tasks, they were 19% slower. They believed they were 20% faster. (METR, 2025)"I thought I was already using AI well. Turns out I was just using it often." — Wole, Product DesignerThe gap is not your skills. It is what AI knows about your work before you start. Your projects, priorities, stakeholders, what "good" looks like. Without that, every session starts from zero.This course builds two things. First: a system that handles the recurring work and frees up roughly half a day a week. Second: AI advisors modeled on your real stakeholders that challenge your documents, prepare you for meetings, and catch what you missed."A system I use every single day. One that has increased the quality of my work immensely." — Renata, Product OwnerLimited to 20 students. Personal feedback on every submission.

Stop doing work your AI should do. Delegate, systematize, and scale yourself.

Your AI Already Knows Your Work

Automate the Work That Drains Your Week

AI Advisors That Challenge Your Thinking

Output That Is Visibly Better

A System That Compounds

No Coding Required

You already use ChatGPT, Claude, or similar tools regularly. Not just tried once. You have AI habits you want to build on.

Use AI (like ChatGPT or Cursor) regularly (not just tried once)

You need to install tools like Claude Code or Cursor. Some company laptops block this. If you are unsure, check with your IT team.

Can install software 

You will see code you did not write. AI writes it. You describe what you want in plain English. We walk you through every step.

Willing to try things that feel unfamiliar at first

You get decent output but re-explain context every session. You want AI that knows your work and challenges your thinking.

PMs, designers, engineers, data professionals. The title matters less than the work: multiple projects, documents, decisions across teams.

You want to walk into meetings having already stress-tested your arguments. You want documents that survive the first round of review.

Stop dabbling. Learn to wield AI and produce high quality output that you are proud of.

Chief Innovation Officer | AI Strategist

Key Data

TripShock

Expedia Group

Vrbo

Ryan Turner

Chief Innovation Officer | AI Strategist | Multiple Exits

Team Beta Super Awesome Cool Dynamite

Team Gamma Super Awesome Cool Dynamite W

AI won’t replace you. But someone highly skilled at using AI will.This course builds the skills that work with any tool, now and in the future.Right now, most professionals treat AI like a novelty: vague prompts, inconsistent output, and endless rewrites. The result is either low-quality work, or so much tweaking that any time savings disappear.The people pulling ahead aren’t using secret tools. They’ve learned a simple truth:The “A” in AI stands for artificial. The quality of the output is directly tied to the real intelligence of the input.Over 30 days, you’ll develop practical AI fluency through short daily exercises and live coaching. Proficient AI operators consistently save 6–10 hours per week through increased skill and repeatable processes.Enough to reclaim your Fridays if you want. More importantly, you’ll build habits that compound, so your speed and leverage continue to increase long after the course ends.You’ll also learn how to measure your time savings, so you inherently know whether AI makes "cents".Why this "Apprenticeship" is different. • Build daily AI habits (20 min a day M-F) • Weekly Show and Tell accountability • Teaches skills that transfers across all AI tools

Don’t get replaced by AI. Leverage it to become irreplaceable.

Aim AI Output (SIC'em)

Research Like a Pro (Without 47 Tabs)

Ship Finished Deliverables Faster

Build Workflows That Compound

Prove Your ROI (Not Just “Feel” It)

Build a Reputation for Excellence

If you are reading this on a computer, you're probably good. ;)

Basic Computer Proficiency

This is not a course to learn how to replace yourself with AI.  This is a course to craft your skills with AI. 

Have "Gumption"

Investment in yourself

Product/Project leaders drowning in docs, alignment, and stakeholder communication.

Ops/Finance/HR professionals doing recurring reports, analysis, and decisions under time pressure.

Marketers/Sales/Consultants who need fast, high-quality writing and research that still sounds like them.

Build robust LLM-powered apps, chatbots, and agents. Learn by writing real code, one line at a time.

CEO @ Actualize

Jay Wengrow

Software Engineer and Educator, Author of A Common-Sense Guide to AI Engineering

Do you have a grasp of basic LLM principles but struggle to put it all into code? Tired of scattered documentation, outdated tutorials, and frameworks that impress in demos but collapse in production?You’re not alone. Building with large language models doesn’t have to be confusing - it can be clear, structured, and deeply rewarding.In this course, you’ll build real LLM-powered apps, one line of code at a time. You'll see how an app is built from scratch in real time, and follow along. Along the way, you'll discover not only how to implement these systems, but the why behind each line of code.From chatbots to agents and RAG to evals, you’ll learn the core concepts of building atop LLMs. More importantly, you’ll get how LLMs “think” - allowing you to guide them to do what you want despite their nondeterministic nature. Additionally, you’ll be able to balance quality, latency, and cost, making big-picture decisions about AI-powered app architecture.AI engineering isn’t just another branch of software development - it’s a different mindset altogether.

Gain hands-on AI Engineering proficiency by writing real code

Gain real-world intuition for working with LLMs

Reliably guide LLMs instead of getting unpredictable results.

Build retrieval-augmented assistants that can access proprietary knowledge

Use evals to systematically optimize your LLM app’s performance over time

Assemble agents that act upon the real world

This course is designed for current software engineers who will use Python  to build LLM-powered apps. We won't teach basic coding here.

Software Engineering

We'll be using Python, but we'll keep it simple in case you're more familiar with other coding languages.

Note about Python

If you want an inside look at what's involved with building AI apps but don't plan on coding yourself, you'll still follow what's going on.

Exception: Product Managers

Software engineers who want to build LLM-powered chatbots and agents, or break into AI engineering more generally

Data Scientists/Engineers who want to build their own LLM-powered apps

Product Managers who want to understand AI engineering from the coding perspective

Walk away with the core skills, tools, and support you need to operate like a modern PM

Working with LLMs

Cohort-based courses

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