Art of Stat vs Manim Tutorial

The Art of Stat: Machine Learning app includes methods for supervised and unsupervised learning, lets you split data into training and test sets, visualizes all methods, including predictions and heatmaps, and lets you assess the accuracy of your algorithm by showing the confusion matrix and more. Included ML algorithms so far include: - Multiple Linear Regression (including categorical predictors and interactions interactions) - Multiple Logistic Regression (including categorical predictors and interactions interactions) - Discriminant Analysis (Linear & Quadratic) - Naive Bayes - K-Means Clustering Functionality: - Provides various datasets (Palmer Penguins, Wine Quality, Heart Disease, Iris Flowers, Credit Card Defaults, ...) or lets user upload their own CSV file - Split data into training and test sets - Standardize Features - Select continuous and/or categorical features (where appropriate) - Visualize all methods (Scatterplots, Heatmaps), predicted labels or posterior probabilities - Assess accuracy by displaying Confusion Matrix and accuracy statistics (including precision and recall) in multiple ways - Make predictions for new observations Modules in preparation: - Decision Trees & Random Forests - Nearest Neighbor

Manim Tutorial teaches you to create the kind of animated math and computer-science explainers you've seen from 3Blue1Brown — by writing Python with Manim, one scene at a time. What makes it different: as each video lesson plays, the exact, runnable code scrolls right beside it and highlights line-by-line in sync with what's happening on screen. You always know which line drew what. Tap a snippet and open it in the Playground to run it yourself. And the Playground is the real thing: it runs Manim and Python fully on your device — offline, no server, no setup. Write a scene, tap Run, and watch it render right on your iPhone or iPad. WATCH + CODE, IN SYNC • Video lessons paired with the actual source code • Line-level highlighting that follows the video as it plays • One tap to open any lesson's code in the Playground A REAL MANIM PLAYGROUND ON YOUR DEVICE • Runs Manim (community edition) on embedded Python — fully offline • Modern code editor: syntax highlighting, autocomplete, and one-tap formatting • Edit, run, and preview your own animations anywhere A COMPLETE, STRUCTURED PATH • 23 courses that take you from zero to confident, grouped into six stages: 1. Getting Started — Python crash course and your first scenes 2. Objects & Layout — mobjects, the coordinate system, alignment, depth 3. Animation & Timing — animations, rate functions, updaters, custom moves 4. Text, Tex & Color — text, LaTeX/MathTex, color systems, graphs & trees 5. Advanced Topics — moving camera, 3D scenes & surfaces, custom mobjects 6. Build Real Projects — external assets, debugging & rendering, a capstone • Every chapter is short, focused, and comes with runnable code LEARN OFFLINE, TRACK YOUR PROGRESS • Lessons play offline — great for planes, commutes, and focus time • Your progress, resume position, and daily streak are kept on your device • Pick up exactly where you left off PRIVATE BY DESIGN • No account, no sign-up, no ads, no tracking • Your progress and any code you write stay on your device FAIR, SIMPLE PRICING • The first courses are free — start learning right away • The Playground is always free to use • A single one-time purchase unlocks every advanced course, forever — no subscription Whether you're a student trying to understand a concept by animating it, a teacher building visual explanations, or a developer who just wants to make gorgeous math visuals, Manim Tutorial gives you the lessons, the code, and a place to run it — all in one app.