What data scientists could do when it comes to weather science and model prediction ?

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Weather highly involves life-and-death matters. Missions in weather science and prediction is not merely to help us understand the environment and its changing nature, such as global warming, but also to devise proactive strategies into improving preparedness in disaster, mitigating economic and lives’ losses (*1) and enhancing the overall well-being of citizens. With these missions,…

Concepts in Feature Engineering for decision-makers (Part 1)

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Feature Engineering is an important term in data science and machine learning. Data scientists spent 80% of time in processing tasks of Feature Engineering, and 20% in training machine learning (ML) (*3). To elaborate, it is crucial processes of selecting, transforming, extracting, combining, and manipulating raw data to generate the desired variables for analysis or…