Practical Data & AI Skills for PMs
Mirza Rahim Baig
16yrs AI, 3xAuthor, Startup Mentor
Hands-on: run analysis, test hypotheses, and prove PM decisions with data & AI.
Building a prototype is no longer the hard part, AI made that trivial. Proving your decision with real data is what separates a PM whose roadmap gets funded from one whose intuition gets questioned.
This workshop covers the full product lifecycle: from a raw question in discovery to a validated hypothesis, a well-designed experiment, a causal read that holds up, and a story leadership actually acts on. You'll do it with the same tools, Claude Code, Claude and Gemini, real databases, and unstructured data, that you'll use back at your desk.
What you’ll learn
Go from gut-feel PM to data-proven PM: run real analysis, test hypotheses, and prove it with AI.
Query databases and unstructured data in plain English, no SQL required, using Claude Code.
Use Claude and Gemini together to pull and cross-check insights from messy, real data sources.
Go from a vague question to a specific, decision-ready insight in one sitting.
Turn a raw insight into a testable hypothesis before you ever touch an experiment.
Design an A/B test and define the metrics that will actually decide the outcome.
Avoid the common experiment-design mistakes that quietly invalidate results.
Statistical calculations for primary and supporting metrics, post-hoc power calculations
Statistical adjustments and corrections for more reliable analysis
Decisioning framework considering statistical and business significance.
Build visualizations that make your findings obvious at a glance, not just accurate.
Structure a data narrative that drives a decision, not just a slide nobody remembers.
Apply every step end to end on one real, messy case study before you leave.
Workshop agenda
Discovery: from question to insight
Take a real question and turn it into an insight using natural language against a live database and a folder of unstructured data, no SQL written.
Hypothesis and experiment design
Turn that insight into a testable hypothesis, then design an A/B test and pick the metrics that will actually settle it.
Break
Step away and recharge before the analysis gets a layer deeper.
Experiment analysis and decisioning
AI assisted significance calculations, post-hoc power calculations, adjustments and corrections. AI guided decisioning framework to reduce bias.
Data storytelling and visualization
Build the visualization and narrative that gets a leadership team to actually act on what you found.
Capstone: the full case study
Run the entire pipeline, discovery to story, on one real, messy case study end to end, and walk out with the analysis you actually presented.
Learn directly from Mirza
Mirza Rahim Baig
Founder, Startup Mentor, 16 yrs AI & data, 3x Author
Who this workshop is for
The PM who's tired of guessing
You want to back your roadmap calls with real evidence instead of the loudest opinion in the room.
The PM ready to run the analysis, not request it,
You wait on data scientists for every test and want to do first-pass analysis yourself.
What's included
Live sessions
Learn directly from Mirza Rahim Baig in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
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Frequently asked questions
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Reimbursement
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Everything L&D needs: email template, receipts, and certificate of completion.
Get reimbursedTeam discount
Learn with your teammates
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Save 20%+ with a teamPrivate cohort
Run a cohort for your org
A dedicated cohort with a custom schedule and curriculum, tailored to your team.
Book a private cohort$450
USD
12:30–4:30pm EDT
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