5 steps · 119 min
ChatGPT Code Quality
Move from understanding a small code sample to diagnosing, testing, reviewing, and refactoring it without treating AI output as proof.
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Learning paths
Build a skill in a useful order
Each path turns several independently tested guides into one sequence with a clear outcome, estimated time, and device-local progress.
3 steps · 72 min
Safe AI Data Handling
Decide whether a task is allowed, inspect what an artifact contains, and transform approved data while keeping residual linkage risk visible.
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5 steps · 111 min
AI Research Workflow
Choose the right research mode, constrain the task, verify claims, and compare source material without confusing citations with proof.
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6 steps · 117 min
Practical AI Workflows
Turn a clear work brief into useful emails, action items, procedures, and presentation outlines while retaining review checkpoints.
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4 steps · 81 min
Reusable AI Assistants
Move from a portable task brief to an evidence boundary, choose the appropriate reuse model, then implement and evaluate the file-based option.
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4 steps · 96 min
AI Content Quality System
Create a traceable source asset, quantify transcript errors, audit derivative claims, and verify any outside evidence before publication.
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5 steps · 193 min
Clean and Repurpose Spoken Content
Move from a noisy recording to a checked transcript, context-safe clips, and a meaning-preserving translated version.
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6 steps · 290 min
Small Seller AI Content System
Turn one approved product fact sheet and honest source images into a coherent listing, landing page, marketplace modules, video, script, and tested thumbnail.
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4 steps · 118 min
Everyday Admin With AI
Turn scattered household or small-team information into a verified weekly plan, reviewed action register, traceable clean table, and honest chart.
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6 steps · 335 min
Study and Coursework Evidence System
Move from verified course requirements to an adaptive plan, source-grounded practice, page-cited flashcards, and first-error tutoring. An optional advanced step applies the same evidence discipline to thesis discussion claims.
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