Learning path
AI for product analysts
Be the AI expert in your job. Always up to date.
Your first AI Expert certificate this week. Your AI set up in 15 minutes.
This is exactly what happens after you join. Try it: everything below reacts to your choices.
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Picked by our course-matching AI for product analysts, your level and your AI, from 700+ courses. Each course ends in a short exam and an AI Expert certificate. New courses arrive every week and your suggestions update with them. Your choices are kept in this browser until you join.
For members: your personal setup prompt, with your sign-in built in. Here's what's inside.
What the setup does
- Connects your AI to your AI Coach: ChatGPT, Claude, Cowork, Microsoft Copilot and more
- Asks you a few questions about your work and saves your profile
- Gives your AI the skills, prompts and tools for product analysts
- Writes your personal instructions and gives you today's first suggestion
What your AI gets: the product analyst AI kit
See everything in your product analyst AI kit: log in or sign up first → · Start for Free
Like "Translate Data Into Product Recommendations"
A new idea from your AI Coach every day
Ask your Databricks data questions in plain English and get answers with SQL and tables back.
From 4,600+ connections, after a short interview about the apps you use
A fix that improves completion at the lesson where most students leave.
From 3,900+ AI agents: hand a whole task to AI
Build this to keep web and product behavior data in one owned workspace instead of scattered tools.
From 2,400+ apps you can build, with step-by-step prompts
Not connected? The same suggestions wait for you on your dashboard under Today, with prompts to copy into any AI.
All the courses, certifications, AI tools, connections and apps for product analysts, most relevant first. Tap the heart on anything to save it for later.
All prompt courses for product analysts
How to talk to AI, then 9 lessons with ready-to-use prompts for product analysts.
- 1Metric Definition Basics3 prompts
- 2Data Exploration & Behavior5 prompts
- 3Cohort & Segmentation3 prompts
- 4A/B Test Planning3 prompts
- 5A/B Test Analysis4 prompts
- 6Dashboards & KPI Monitoring3 prompts
- 7Insights Reports & Storytelling3 prompts
- 8Product Recommendations & Forecasts2 prompts
- 9Analyst Documentation & Requests2 prompts
All video courses for product analysts
123 video courses our AI picked for product analysts, most useful first. Tap the heart to save one for later.
Favorites are saved to your account: sign in or get your AI kit first.
All certifications for product analysts
Every course ends in a short exam and an AI Expert certificate you can add to LinkedIn. Tap the heart to save the ones you're aiming for.
Favorites are saved to your account: sign in or get your AI kit first.
More certifications for product analystsAll AI tools for product analysts
24 AI tools our AI matched to the work of product analysts, best fit first. Each review shows what it does, its alternatives and the jobs it suits.
Favorites are saved to your account: sign in or get your AI kit first.
All connections for product analysts
Connections let ChatGPT, Claude or Copilot look things up and get work done in other apps, like your email, calendar or bookkeeping software. These 12 fit the work of product analysts best, well-known apps first.
PostHog MCP server
by PostHogAsk your AI about your PostHog data and let it manage flags, experiments and errors for you.
AnalyticsDeveloper tools Official
BigQuery MCP server
by ergutAsk your AI questions in plain English and it reads your BigQuery data to answer them.
Redash MCP server
by seob717Ask your AI questions in plain English and it runs the SQL in Redash, then shows you the answer.
Snowflake MCP server
by YannBrrdLets your AI look up and query your Snowflake data, with read-only protection on by default.
Alkemi MCP server
by alkemi-aiAsk your AI questions about your Snowflake, BigQuery or Databricks data in plain English.
AnalyticsNo install
MCP Analytics server
by embeddedlayersAsk your AI to run real statistical analysis on your data and get back a chart-filled report you can cite.
AnalyticsNo install
Metabase MCP server
by 1luvc0d3Ask your AI to explore Metabase dashboards, run safe SQL queries, and explain your data in plain words.
DataCharter MCP server
by datacharterLets your AI query your files and databases locally, with only the columns you allow and private details hidden.
Google Sheets MCP server
by freemaLets your AI read, write, and format your Google Sheets for you, right from the chat.
QueryWise MCP server
by kosminusAsk your AI questions about your SQLite, PostgreSQL, BigQuery or Databricks data in plain English.
Databricks Genie MCP server
by yashshingviAsk your Databricks data questions in plain English and get answers with SQL and tables back.
AIOProductOS MCP server
by AIOProductOSLets your AI read and update your product workspace: feedback, features, tasks, releases, and analytics.
Productivity OfficialAll apps you can build for product analysts
Apps you build yourself with your own AI, no coding needed and no monthly fee. Our AI picked the 11 that fit the work of product analysts.
Experiment design assistant
Pre-registered decision logic with explicit assumptions and measurement limits.
Experiment instrumentation readiness checker
Verify measurement prerequisites before an experiment starts.
Product analytics interpretation
Separates measured behavior from causal explanations requiring further evidence.
Feature discovery evidence notebook
Distinguish not knowing from not needing.
Evidence-backed web and product analytics workspace
Reduce tool sprawl and decision time while keeping behavior data under the client's own control.
Product experiment stopping-rule notebook
Preserve pre-agreed experiment decisions.
Customer configuration complexity mapper
Connect configuration complexity to documented customer friction.
Product value realization experiment studio
Prioritize product changes against customer outcomes.
Subscription cancellation insights
Explains why customers leave without equating correlation with causation.
Conversion research service
Recommendations connect to observed customer problems and testable hypotheses.
Product feature operating-cost simulator
Evaluate product value after realistic operating costs.
About this learning path
6 topicsAI for Product Analysts: A Practical Learning Path
Product analysts are asked to do more with data every quarter. AI can help you move faster while keeping your analysis sound.
This learning path brings together the setup, the prompts, and the video lessons you need to use AI well in your daily work.
Why AI Matters Now
Product teams expect insights faster than ever. AI helps you explore data, test ideas, and share findings without cutting corners.
Analysts who use AI well can focus on the thinking that matters most: what the data means and what to do next.
What the Path Includes
You start with setup questions to get your AI tool ready. Then you connect your AI and learn the skills for your job inside it.
The path includes this prompt course, plus video courses picked for product analysts and the certifications that come with them.
How It Saves Time
You will learn to draft metrics, explore behavior, and plan experiments with AI as a partner. That means less time on repetitive tasks.
The prompts are designed for real analyst work, so you can get to a useful answer in fewer steps.
How It Protects Your Career
AI will not replace analysts who know how to use it. It will replace analysts who do not.
By learning these skills, you become the person who can guide AI, check its work, and keep the team focused on what matters.
How to Start
Begin with the setup questions to get your AI tool ready. Then work through the prompt course in order.
As you go, pick the video courses that match your current projects. Practice with your own data when you can.
Frequently asked questions
Do I need to be technical to use this path?
No. The path is designed for product analysts who work with data but may not write code. The prompts and lessons are plain and practical.How long does the learning path take?
You can go at your own pace. Most analysts finish the prompt course in a few sittings and then use the video courses as needed.Will AI replace product analysts?
AI changes the work, but it does not replace the judgment of a good analyst. This path helps you be the analyst who uses AI to do more.What if I use a different AI tool?
The prompts work with ChatGPT, Claude, Gemini, and similar tools. The ideas are the same even if the buttons look different.
At a glance
What you get
- 3 step setup process
- Relevant courses for your job (700+ available)
- A certificate per course
- AI Coach
- 15-minute AI setup in ChatGPT, Claude, Copilot and more