Notes and learning materials covering the fundamentals of data analytics, the data ecosystem, analysis process, tools, and Data Analyst skills.
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Updated
Aug 20, 2026
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data-analytics-learning
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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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Updated
Sep 19, 2024 - Jupyter Notebook
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