AI Prompting for Product Managers: From Zero to Practical Application
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May 6, 2025
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llm-education
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synapz is a research prototype exploring how large language models can adapt teaching content to different cognitive styles. built over a 48-hour sprint with a strict 50ドル api budget, this project implements a scientific framework to test whether adaptive teaching produces measurably better results than static approaches.
python java messaging multithreading statistical-analysis adaptive-learning personalized-learning chat-app socket-programming dyslexia adhd educational-technology learning-sciences github-config openai-api cognitive-diversity prompt-engineering llm-education
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Jun 15, 2026 - Python
MEMOGEN: Master IELTS vocabulary with 3D interactive flashcards - 90%+ retention combining memory techniques, AI-generated imagery & LECTOR spaced repetition
spaced-repetition adaptive-learning personalized-learning cognitive-science semantic-analysis ai-education memory-optimization study-assistant educational-ai ai-tutor llm-education quiz-generation retention-optimization lector-algorithm gizmo-ai mem0-memory anki-alternative flashcard-ai learning-profiles intelligent-tutoring
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Nov 13, 2025 - HTML
synapz is a research prototype exploring how large language models can adapt teaching content to different cognitive styles. built over a 48-hour sprint with a strict 50ドル api budget, this project implements a scientific framework to test whether adaptive teaching produces measurably better results than static approaches.
python statistical-analysis adaptive-learning personalized-learning dyslexia experiment-design adhd educational-technology learning-sciences neurodiversity openai-api cognitive-diversity prompt-engineering gpt-4o llm-education
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May 19, 2025 - Python
We compare traditional tools with LLM-based tools to evaluate their effectiveness in data analytics education for non-computational professionals and students. Our approach, validated through two case studies, shows that using generative AI as the primary tool significantly improves learning efficiency and project development speed.
python openai data-science-learning educational-resources lida programming-education gpt-4 large-language-models generative-ai-tools generative-ai-usecase data-analytics-learning data-analytics-education llm-education llm-learning
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Sep 19, 2024 - Jupyter Notebook
No magic, just tokens and conventions. A 4-tab teaching tool that visualizes LLM internals — token sampling, top-10 probabilities, chat templates, and Agent tool calls. Runs locally on Mac (llama.cpp + Qwen3).
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Jun 1, 2026 - HTML
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