Learning path

Learning AI as a Product Analyst

Product analysts face growing data and faster decisions. This path shows you how to use AI to keep up without losing rigor.

Beginner

Product development

Start the path

Your path

Everything in the Product Analyst AI kit, in the order that makes sense. Members tick off each step and see their progress.

Day 1 · 15 minutes

Set up your AI

We guide you through each click.

Add the Product Analyst AI kit to your AIDownload it for your AI (it installs as a plugin) and follow the steps

Set-up

Optional: connect the AI CoachYour kit stays up to date by itself, plus a daily brief in your AI

AI Coach

Course: AI for Product AnalystsHow to talk to AI for your job

Prompt course

Try: Metric Definition BasicsLike "Draft Feature Success Metrics"

Prompts

Try: Data Exploration & BehaviorLike "Draft SQL for User Behavior Analysis"

Prompts

Week 1

Let skills do your everyday tasks

Agency cohort analysisBuilds retention curves and feature adoption trends by cohort, like showing why March signups churn faster than February.

Skill

Agency statistical analystRuns hypothesis tests and reads A/B results with effect sizes, like checking if a 2% lift is real.

Skill

Agency experiment designerPlans tests with testable hypotheses, sample sizes, and priorities, like ranking three onboarding ideas before you build any.

Skill

Course: RACE Prompt Framework: Role, Action, Context, ExpectationPrompt framework course

Certificate

Week 2

Connect your apps and pick your AI apps

PostHog MCP serverAsk your AI about your PostHog data and let it manage flags, experiments and errors for you.

MCP server

BigQuery MCP serverAsk your AI questions in plain English and it reads your BigQuery data to answer them.

MCP server

GrowthBook 5.0GrowthBook 5.0 is a warehouse-native platform for product and engineering teams. It combines feature flags, experimentation, and product analytics, with an AI V

AI app

Julius Slack AgentJulius Slack Agent puts an AI data scientist in Slack, querying Postgres, BigQuery, Snowflake and other warehouses to answer product and marketing questions in

AI app

Course: Imrpove Your Excel Skills with ChatGPTVideo course

Certificate

Week 3

Hand whole tasks to AI agents

Strategy Experiment Coordination AgentEvery strategic experiment reaches a decision at its checkpoint, based on its original rules.

AI agent

Campaign Experiment Operations AgentExperiments that are valid, monitored and judged by their own rules.

AI agent

Course: ChatGPT Power User Guide: Boost Productivity, Creativity & Research FastVideo course

Certificate

Week 4

Build your own tools

Evidence-backed web and product analytics workspaceBuild this to keep web and product behavior data in one owned workspace instead of scattered tools.

App to build

Analytics ProductDefine product events, analyze funnels, cohorts, retention, and North Star metrics.

Grok Bot

Course: How to Use ChatGPT from Beginner to ProfessionalVideo course

Certificate

Course: How to Integrate ChatGPT into Microsoft ExcelVideo course

Certificate

After that

Keep growing

AI Coach: your daily brief and weekly certificationNews, tools and one idea a day for product analysts

AI Coach

RACE Prompt FrameworkTake the exam and get certified

Certificate

Enhance Excel Productivity Using ChatGPT for Advanced TasksTake the exam and get certified

Certificate

Everything for product analysts

All the courses, certifications, AI tools, MCP servers and apps for product analysts, most relevant first. Open any list to see more.

About this learning path

6 topics

AI 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.

Start this path

Become an AI expert product analyst

$9/month, billed yearly

The full Product Analyst AI kit
10 courses and certificates
Track your progress, step by step
We guide you through every step

Get my AI kit

The Product Analyst AI kit

Every skill, prompt, AI agent and connection in the kit.

Open the AI kit →

At a glance

Type: Learning path
Level: Beginner
For: Product development
Steps: 9
Video courses: 123
AI tools: 24
MCP servers: 12
Apps to build: 11
Updated: October 7, 2026

Your learning path

The courses for your job, in the right order

Picked for your job from our 700+ courses
Every course ends in a certificate
Part of your job's AI kit, with skills and AI agents

500+ jobs · no sign-up to look

Watch, then get certifiedAn exam after every course and a certificate for LinkedIn.

Your path

Set up your AI

Let skills do your everyday tasks

Connect your apps and pick your AI apps

Hand whole tasks to AI agents

Build your own tools

Keep growing

Everything for product analysts

Take the prompt courses

RACE Prompt Framework: Role, Action, Context, Expectation

AI for Product Analysts (Prompt Course)

Watch the video courses or add them to your Favorites for later

ChatGPT Power User Guide: Boost Productivity, Creativity & Research Fast

Imrpove Your Excel Skills with ChatGPT

How to Use ChatGPT from Beginner to Professional

How to Integrate ChatGPT into Microsoft Excel

Excel Copilot Course

Stop Prompting AI Wrong: Context-First Prompt Engineering

AI Fundamentals from Google Experts | Professional Certificate

AI Data Analysis With LLMs: Clean, Explore, Automate

What is Generative AI and how does it work?

How to Use ChatGPTs Custom Instructions

Understanding ChatGPT projects

Microsoft Copilot AI, Full Course For Beginners

Excel Copilot: 20 Essential AI Features for Effortless Data Analysis & Productivity

Google Gemini AI Free Course: Setup, Prompts, Tools & Gems

Claude Cowork 101: Setup, Connectors & Automation (Free)

Claude AI Tutorial for Beginners: Build Your Complete AI Workflow

AI in Word, PowerPoint, Excel with Microsoft Copilot

How to use Google Sheets Built-in AI capabilities

ChatGPT Prompt Engineering: Proven Techniques for Powerful AI Results

How to use GPT for Sheets Plugin in Google Sheets

ChatGPT Productivity Tips for Work

Excel Formatting and AI Automation: Boost Productivity with Advanced Techniques

ChatGPT Agent Mode: Automate Workflows, Research, and Daily Tasks

Becoming an Ultimate Prompt Engineer Specialist (from Beginner to Profesional)

Microsoft 365 Copilot Agent Builder: Create & Customize AI Agents Hands-On

Microsoft Copilot in Outlook & Teams

GPT-5 Features Made Simple: Complete Beginner’s Guide to New Capabilities

Advanced Prompt Engineering for LLMs: Workflows & Templates

ChatGPT for Data Analytics: Full Course - from Beginners to Professional

Prompt Engineering Tutorial – Master ChatGPT and LLM Responses

How to Use Microsoft Copilot in Microsoft Word!

How to use GPT for Docs Plugin in Google Docs

Google's 9 Hour AI Prompt Engineering Course In 20 Minutes

Microsoft AI Copilot in OneDrive

ChatGPT Agent Mode: Features, Setup, and Powerful Use Cases Explained

Google NotebookLM + Gemini Course: Deep Research & Workflows

ChatGPT Projects Course: Setup, Memory, Tools & Workflows

Grok AI Essentials: Clear Prompting, Features, and Practical Strategies

ChatGPT vs Gemini vs Grok: Ultimate Guide to Top AI Model Features & Comparison

Essential AI Skills: Prompt Engineering, Agents, Open-Source AI

Modern AI Evaluation Frameworks: A Fast-Paced Course

AI & LLM Essentials: 20 Core Concepts in 40 Minutes

How to Track Tasks with Microsoft Copilot

NotebookLM Essentials: Quick Guide to Features, Study Tools, and Workflows

Automate Your Business with AI: My No-Code 10x Faster Workflow

The Complete AI Product Management Guide: Build & Ship AI Products

How to Create your own Custom GPTs in ChatGPT for beginners

Using Writing Prompts Like a Pro - Google Prompting Essential)

How to Use Claude 3.7 AI - Tips for Beginners!

Brainstorming with ChatGPT

Build Powerful Research Agents with Relevance AI: Beginner’s Guide

Use AI as a Creative or Expert Partner | Google Prompting Essentials

Build Your First No-Code AI Agent: Step-by-Step Guide for Beginners

AI Agents for Product Management & Engineering: Workflow Integration Course

AI Inbox Agent: No-Code Email Automation for Beginners

Data Analysis with Claude

AI for Product Managers - Top AI Tools for PMs & The Future of Product Management

Why AI Adoption Stalls by Week 3-6 Management Skills That Work

Power BI MCP Server: AI Report Development with No Data Leaks

How to Use Google Gemini for Google Workspace to Boost Productivity

Using AI for your Email handling

AI-First Skills: Thrive in the Future of Work with Automation and Mastery

Claude AI for Beginners: Complete Starter Guide

NotebookLM Complete Guide: AI-Powered Data Analysis & Study Tools Tutorial

Ultimate Guide to Bing AI Copilot

Prompt Engineering Fundamentals: Key Techniques for Generative AI Developers

AI Super Agent Showdown: Perplexity Labs vs Manus vs GenSpark Comparison

AI Agents: The Most Valuable Skill You Can Learn