MLCOST-06: Use data wrangler tools for interactive analysis
Prepare data through data wrangler tools for interactive data analysis and model building. The no-code/low-code, automation, and visual capabilities improve the productivity and reduce the cost for interactive analysis.
Implementation plan
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Use Amazon SageMaker AI Data Wrangler - Amazon SageMaker AI Data Wrangler, part of SageMaker AI
Studio , provides an end-to-end solution to import, prepare, transform, analyze data and select features. You can integrate a Data Wrangler data flow into your ML workflows to simplify and streamline data pre-processing and feature engineering using little to no coding. You can also add your own Python scripts and transformations to customize workflows.
Documents
Blogs
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Introducing Amazon SageMaker AI Data Wrangler, a Visual Interface to Prepare Data for Machine
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Develop and deploy ML models using Amazon SageMaker AI Data Wrangler and Amazon SageMaker AI
Autopilot -
Prepare time series data with Amazon SageMaker AI Data Wrangler
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Accelerate data preparation with data quality and insights in Amazon SageMaker AI Data Wrangler
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Balance your data for machine learning with Amazon SageMaker AI Data Wrangler
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Process larger and wider datasets with Amazon SageMaker AI Data Wrangler
Videos
Examples
