Data Scientific
AI Machine Learning Reference
$24.99 · Designed for iPad. Not verified for macOS.
Theory meets runnable code. 13 ML chapters + AI code generator
for Python, R & MATLAB. Bayesian, MCMC, optimization and more.
Science of Data is a mobile companion to two graduate-level books
by Jean Claude L Zabaloff — "The Science of Data" and "Data Science
Project" — paired with an AI-powered ML Code Generator that produces
complete, runnable scripts in Python, R, or MATLAB for any machine
learning task you describe.
13 CHAPTERS
What is AI? · Foundations · Supervised Learning · Unsupervised
Learning · Reinforcement Learning · Deep Learning · Bayesian
Inference · Support Vector Machines · Data Science · Knowledge ·
DS Process · Key Concepts
5 APPENDICES
A — Python | B — R | C — MATLAB / Octave / Scilab
D — Optimization | E — Public Data Sources
ML CODE GENERATOR
Describe any ML task or pick from 23 built-in templates and receive
a complete, runnable script instantly.
Languages — Python, R, MATLAB
Templates — Classifiers · Regression · Cross-Validation · ROC Curve ·
Confusion Matrix · Feature Importance · Pipeline · Clustering ·
Neural Network · SVM · PCA · Preprocessing · Hyperparameter Tuning ·
Time Series · Bayesian Inference · Naive Bayes · Bayesian Regression ·
Metropolis-Hastings · Gibbs Sampling · MCMC Diagnostics ·
Gradient Descent · Constrained Optimization · Bayesian Optimization
Every script includes type hints, WHY comments, labelled output, an
expected-output block, and an install-command badge (pip install /
install.packages / Requires:). Copy to clipboard or share via any
app. Three AI-generated follow-up questions deepen understanding
after every session.
APP FEATURES
· Full-text search across all chapters and appendices
· Bookmarks for quick chapter access
· Font size control: S / M / L / XL
· Dark and light mode
· Swipe navigation between chapters
· Content tab + Notes / cheat-sheet tab per chapter
· GFM table rendering with horizontal scroll
· Dracula syntax highlighting — light-green comments,
orange function calls, pink definitions, purple numbers
IDEAL FOR
Graduate ML and data science students, practitioners who want a
rigorous pocket reference, engineers moving into ML, and anyone
studying Bayesian or probabilistic methods.
PRIVACY
No account required. No personal data collected or stored.
The ML Code Generator sends only your prompt text to Anthropic's
Claude API; no personal information is ever transmitted.
Ratings & Reviews
- This app hasn’t received enough ratings or reviews to display an overview.
The developer, Jean Claude Zabaloff, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Not Collected
The developer does not collect any data from this app.
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- Treillint LLC
- Size
- 27.2 MB
- Category
- Education
- Compatibility
Requires iOS 26.0 or later.
- iPhone
Requires iOS 26.0 or later. - iPad
Requires iPadOS 26.0 or later. - Mac
Requires macOS 26.0 or later and a Mac with Apple M1 chip or later. - Apple Vision
Requires visionOS 26.0 or later.
- iPhone
- Languages
- English
- Age Rating
4+
- 4+
- Copyright
- © 2026 Treillint LLC
