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| Use Case | How JUQ470 Free Helps | |----------|------------------------| | | Build reproducible data pipelines for thesis projects; export pipelines as notebooks for submission. | | IoT Edge Analytics | Deploy a lightweight inference model on a Raspberry Pi to classify sensor data locally, reducing cloud costs. | | Marketing Automation | Pull social‑media CSVs, filter high‑engagement posts, run sentiment analysis, and push results to a Slack channel. | | Rapid Prototyping | Combine API calls (e.g., OpenWeather) with custom Python scripts to create a weather‑alert bot in under an hour. | | Non‑Profit Data Cleaning | Volunteer teams can clean and normalize public datasets without expensive software licenses. |

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