Brainstorm and propose a list of impactful new features from existing raw data, enhancing predictive power for machine learning models.
Task: generate a summary of a video. Input: [video title], [video transcript], [length of summary: e.g., 100 words, 200 words] Instruction: summarize the video transcript, focusing on the main topics and key takeaways. The summary should be concise and informative, providing a clear overview of the video's content. Adhere to the specified length constraint.
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Develop a robust strategy for identifying and handling outliers in complex datasets, ensuring data integrity and reliable analysis for various business objectives.
Generate ideas for creating new numerical features from existing ones in a dataset, focusing on simple transformations.
Generate a simple strategy to identify and handle missing values in a given dataset using basic methods.
