Data Scientific vs AmberCue

Science of Data is a mobile companion to two graduate-level books by Jean Claude Lemoyne 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.

AmberCue is a simple timer designed for classes, academic presentations, lectures, and seminars. Set your presentation time and place Cues wherever you want to be notified along the way. When a Cue is reached, AmberCue lets you know with light, sound, and haptic feedback on iPhone. For example, for a 15-minute presentation followed by 3 minutes of Q&A, you can set a preliminary Cue at 10 minutes, the main Cue at 15 minutes, and a final Cue at 18 minutes. 【Everything you need at a glance】 A large, simple display makes it easy to keep track of time while presenting. Tap the time to switch between remaining and elapsed time. Once the standard time has passed, AmberCue clearly shows how long the presentation has run over. 【Set Cues for important moments】 In addition to the standard time, you can set up to four Cues before or after it. When a Cue is reached, AmberCue can notify you with light, sound, and haptic feedback, so you can stay aware of important time points without constantly checking the clock. 【Save your favorite setups】 Save frequently used timer setups as Presets for classes, presentations, lectures, and other situations. Your usual setup is ready whenever you need it. 【Portrait or landscape】 AmberCue works on both iPhone and iPad. Portrait mode provides a visual overview of your progress, while landscape mode emphasizes a large, highly visible time display. It can also be used by moderators or session chairs to show speakers how much time they have left. 【Key Features】 • Standard time plus multiple Cues • Remaining / elapsed time display • Overtime display • Visual Cue notifications • Three Cue sounds • Haptic feedback on iPhone • Save frequently used setups as Presets • Portrait and landscape modes • iPhone and iPad support • No ads • No in-app purchases For classes, academic presentations, lectures, seminars, and anywhere else you need to keep a talk on time.