AI-Powered Learning

Build Analytical Judgment, Not Just Technical Skills

AI companions designed to develop disciplined analytical thinking as you work through the textbook.

Choose Your Companion

Two AI tools designed for different stages of your learning journey

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Analytics Reasoning Companion

Learn disciplined thinking with guided exercises

  • Guided 7-stage analytical workflow
  • Works with book datasets only
  • Helps you test and strengthen your conclusions
  • Develops judgment through Socratic questioning
  • Example mode (learning) + Exercise mode (practice)
Best For

Students and learners working through the textbook chapters who want to develop rigorous analytical thinking habits.

Launch Reasoning Companion →
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Analytics Modeling Sandbox

Apply techniques to your own data

  • Upload and analyze your own datasets
  • Flexible, practitioner-focused workflow
  • Generates code and model outputs
  • Maintains disciplined interpretation guidance
  • Export results and visualizations
Best For

Practitioners and professionals who have completed the book and want to apply techniques to real business problems.

Launch Modeling Sandbox →

How It Works

A structured approach to building analytical judgment

1

Read the Chapter

Start with the textbook to understand concepts, techniques, and interpretation principles.

2

Work the Example

Use the Reasoning Companion in Example Mode for a guided walkthrough with detailed explanations.

3

Complete the Exercise

Switch to Exercise Mode to practice independently. The companion challenges your reasoning with Socratic questions.

Quick Comparison

Choose the right tool for your needs

Feature Reasoning Companion Modeling Sandbox
Primary Purpose Learn analytical thinking Apply to real problems
Data Book datasets only Your own uploads
Workflow Strict 7-stage structure Flexible, user-driven
Code Generation No (conceptual focus) Yes (Python)
Guidance Style Socratic questioning Direct assistance
Best For Students learning the material Practitioners applying it

Resources

Guides and documentation to help you get started

User Guide

Complete guide to using the Reasoning Companion effectively.

Examples vs. Exercises

Understand the two learning modes and when to use each.

FAQ

Common questions about the AI companions answered.

Important Notice

  • Platform Access: These AI companions are hosted on OpenAI's ChatGPT platform. Access is subject to OpenAI's current policies and terms of service.
  • Availability: While these tools are currently accessible to ChatGPT users, we cannot guarantee their continued availability to free-tier users in the future. OpenAI may modify access policies at any time.
  • Usage Limits: Usage limits for free-tier accounts are controlled by OpenAI and may be restricted. For uninterrupted access, consider a ChatGPT Plus subscription.
  • No Warranty: These tools are provided for educational purposes. We make no warranties regarding availability, performance, or fitness for any particular purpose.