AI Analytics for Everyone (1 Session Per Week)
Ask Better Questions, Make Faster Decisions - with AI as Your Analyst
Categories: AI Analytics
Limited-time: use code ANALYCENA for 10% off · ends 01 Sept 2026
Description
Learning outcomes
- Frame Problems Like a Senior Data Scientist Transform vague ideas into decision-forcing questions. Distinguish good analytical questions from time-wasting ones using a 3-part framework. Build a ranked list of analytical questions by expected impact - so you always know what to analyze first.
- Design Metrics That Actually Drive Decisions Define numerators, denominators, time windows, and edge cases so your team never debates "what this number really means" again. Build metric trees that decompose north star metrics into actionable drivers - separating guardrails from success metrics. Use AI to draft comprehensive metric specs, generate segment cuts, and run QA checks that catch ambiguity before it breaks trust.
- Design Experiments That Ship Write testable hypotheses with clear success criteria and decision rules. Leave with an Experiment Brief ready for your product development team.
- Turn Analysis Into Action With AI as Your Copilot Use AI to accelerate analysis while validating every output. Leave with a complete capstone: problem brief to stakeholder readout.
What's included
5 live sessions
Learn directly from Cena in real time, not from a recording.
Recording access
Rewatch for 30 days after each session is delivered.
1-on-1 feedback
30 - 45 minutes 1:1 for a reviewed work
Maram Guarantee
Your purchase is backed by the Maram Guarantee.
5 weeks · 5 live sessions · tap a week to see what we'll cover
Pre-work
Tasks or readings assigned before day one.
- Create a free Open AI Account
Week1Session 1Mon, 14 Sept 2026, 12:45 AM – 2:30 AM GMT+8
- A Good Lesson in AI45 min
- PART 2 of Good Lesson AI1 hr
- Video
Week2Session 2Mon, 21 Sept 2026, 12:45 AM – 2:30 AM GMT+8
Week3Session 3Mon, 28 Sept 2026, 12:45 AM – 2:30 AM GMT+8
Week4Session 4Mon, 05 Oct 2026, 12:45 AM – 2:30 AM GMT+8
Week5Session 5Mon, 12 Oct 2026, 12:45 AM – 2:30 AM GMT+8
Projects
Project 1Final project
Build the project using Analytics AI
Reviews appear here once 3 learners have completed this session.
Who is this cohort designed for?
It is built for builders, product managers, founders, and others who make decisions and want to validate their own ideas with data, without relying on a dedicated analyst. If you have shipped something or are actively building, you are the target audience.
Do I need to know SQL, statistics, or data science before joining?
No. The program is designed to work without SQL or statistics lectures, using AI to handle the technical execution so you can focus on developing analytical judgment and framing the right questions.
What does the program actually look like week to week?
It runs over five weeks and is hands-on throughout, built around real scenarios rather than theory. You will work through metric specs, deep dives, experiment plans, and stakeholder readouts from start to finish.
What will I be able to do by the end that I cannot do now?
You will be able to frame analytical problems, choose the right metrics, diagnose root causes, run your own analysis with AI, and present findings to stakeholders, without waiting on someone else to do it for you.
Is there a community component?
Yes, participants get access to an AI Builders Slack community as part of the program.
How is this different from a data analytics course I could take elsewhere?
The focus is on analytical thinking and judgment rather than technical skills like coding or statistics, and every week is grounded in practical scenarios rather than lectures. The goal is to make you self-sufficient, not to train you to become a data scientist.
What's the refund policy?
Your purchase is backed by the Maram Guarantee.
Your AI Practitioner
Cena John
AI Product Leader
Cena has spent a decade building and shipping AI products at Google, Meta, Anthropic, and Stripe - from large-scale ranking systems to production agentic workflows deployed across AWS, Azure and GCP. He holds several patents and has taught thousands of practitioners how to design, build, and ship agentic AI with a problem-first approach.
More from Cena
Bundles, workshops, cohort programs, and Sprint Lessons from this practitioner.
