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Tutorials
12 guided walkthroughs of the real platform — 11 form a complete path from the first synthesis to the AI Copilot. Each step is something you can actually do, and every tutorial links the docs page behind it.
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The guided path
Follow it in order on a demo dataset, or jump to the tutorial that matches the step you are on. The order is derived from each tutorial's own “up next” link.
01Data Synthesis · Beginner · 10 minYour First Data Synthesis RunGenerate your first batch of synthetic data and understand what the platform just did.02Evaluation · Beginner · 15 minReading a Quality ReportLearn to interpret the evaluation report the way a skeptical reviewer would.03Data prep · Beginner · 10 minConfiguring Columns CorrectlyThe single highest-leverage skill: teaching the platform what each column means.04Prediction · Beginner · 15 minTraining Your First PredictorTrain the explainable ensemble and read your first feature-importance plots.05Prediction · Intermediate · 20 minUnderstanding Global & Local ExplanationsDive into the Explainability Engine — why the model believes what it believes.06Optimization · Intermediate · 15 minSetting Objectives and WeightsTranslate "I want a high-performing material" into objectives, weights and constraints the optimizer understands.07Optimization · Intermediate · 15 minReading a Pareto FrontThe trade-off surface is the real deliverable of optimization — learn to read it.08TEA · Intermediate · 25 minTechno-Economic Analysis End to EndPrice the candidates your optimization found — materials, equipment, CapEx/OpEx, and recycling & end-of-life value.09Pipeline · Intermediate · 30 minRunning the Full PipelineChain every stage into one reproducible workflow and stop exporting files between steps.10Data Synthesis · Advanced · 20 minWorking With Fewer Than 100 RowsThe platform's home turf — the specific settings that work when data is scarce.11Platform · Beginner · 10 minUsing the AI Copilot EffectivelyThe page-aware AI Copilot answers with citations into the docs — here's how to get the most out of it.
Advanced standalone: Closing the Bench-to-Model Loop →
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12 tutorials
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Every tutorial pairs with a documentation page that explains the underlying stage, metric or algorithm — the AI Copilot cites the same pages.