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forecasting:start [2020/09/28 21:53] jclaudio [Current Notes] |
forecasting:start [2025/01/21 22:44] (current) carlosjm [Meeting Minutes] |
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| ====== Forecasting ====== | ====== Forecasting ====== | ||
| - | //Updated: September/19/2020// | ||
| - | Forecasting focuses on creating a statistical model from data and then using it to predict future trends based on the test data. It is considered a field of data science/statistics. There is also a large craze concerning machine learning recently--the purpose of this team is to learn to adapt statistical and machine learning analysis techniques to weather-related data. | + | //Updated: Fall 2020// |
| - | ---- | + | Forecasting focuses on creating a statistical model from existing data and then using it to predict future trends based on the test data. The purpose of this team is to take meteorological data from the weatherboxes and apply **machine learning** algorithms to predict future weather conditions across the Manoa campus. |
| + | {{ :forecasting:forecastingapproach.png?500 |}} | ||
| ===== Introduction ===== | ===== Introduction ===== | ||
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| * Learn and review various statistical techniques and models as applied in Python. | * Learn and review various statistical techniques and models as applied in Python. | ||
| * Start on a new and well documented machine learning framework for SCEL. | * Start on a new and well documented machine learning framework for SCEL. | ||
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| - | {{:forecasting:blockdiagramsp16.jpg?700|}} | ||
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| ===== Resources ====== | ===== Resources ====== | ||
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| ===== Meeting Minutes ===== | ===== Meeting Minutes ===== | ||
| + | [[forecasting: Spring 2025 Meeting Minutes]]\\ | ||
| [[forecasting: Fall 2020 Meeting Minutes]]\\ | [[forecasting: Fall 2020 Meeting Minutes]]\\ | ||
| [[forecasting: Spring 2017 Meeting Minutes]]\\ | [[forecasting: Spring 2017 Meeting Minutes]]\\ | ||
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| [[Regression]]\\ | [[Regression]]\\ | ||
| [[Classification]]\\ | [[Classification]]\\ | ||
| + | [[Clustering]]\\ | ||
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| ==== Archived Notes ==== | ==== Archived Notes ==== | ||