Every student learns differently. Our AI tutors are built as customized Google Gemini Gems — each with a distinct pedagogical approach, trained on the full metricsAI course content.
All 17 chapters · 189 Key Concepts · Python code & datasets · Practice problems
Your friendly, step-by-step guide through econometrics. The Coach builds a personalized lesson plan anchored to Key Concepts, then walks you through it one substep at a time with quizzes and practice problems. Perfect if you want clear structure and encouragement.
Never explains directly. Guides you to discover answers through carefully sequenced questions. You'll understand it because you figured it out yourself.
Best for: students with some foundation
ChatLearn by running Python experiments. Every concept starts with a code block: run it, change something, observe what happens. Monte Carlo simulations build your intuition.
Best for: learn-by-doing coders
ChatLaser-focused on exam prep. Generates timed practice sets, identifies your weak spots, drills common pitfalls, and teaches test-taking strategy. No filler, pure results.
Best for: midterm & final prep
ChatEvery concept gets a vivid real-world analogy before any formula. OLS is drawing lines through stars, hypothesis testing is a courtroom trial. Stories first, math second.
Best for: abstract concepts feel hard
ChatTakes the opposite position to stress-test your understanding. Says "I disagree — convince me." Celebrates when you defend well, corrects when you can't. Sharpens your reasoning.
Best for: testing deep understanding
ForthcomingEvery concept becomes a picture. Scatter plots, residual diagnostics, before-and-after comparisons. Provides matplotlib code to generate plots and references interactive web apps.
Best for: visual learners
ForthcomingTreats you as a junior researcher. Poses real economic questions and guides you through the empirical workflow. Always asks: "What would a journal referee say about this?"
Best for: advanced / thesis prep
ForthcomingUses spaced repetition to make concepts stick. Tracks your mastery of every concept and resurfaces them at increasing intervals with progressively harder questions.
Best for: long-term retention
ForthcomingAll tutors are built as customized Gems on Google Gemini, each with tailored instructions for a distinct learning style.
Choose the learning style that fits you. You can switch any time.
Concepts, homework, Python code, exam prep. All 17 chapters covered.
Get personalized explanations, practice problems, and Python code you can run in Colab.