2024 and Blog - Data Science Current

Build a robust text-to-SQL solution generating complex queries, self-correcting, and querying diverse data sources

AWS Machine Learning Blog

FEBRUARY 28, 2024

Finally, we run the SQL using Athena and generate output. Here, the output is presented to the user. Set up the SDK for Python (Boto3). medium instance with the Python 3 (Data Science) kernel. format('parquet').option('path', For the sake of architectural simplicity, we did not show this step.

SQL

SQL AWS Database ML

Transform customer engagement with no-code LLM fine-tuning using Amazon SageMaker Canvas and SageMaker JumpStart

AWS Machine Learning Blog

MAY 10, 2024

Prepare your dataset SageMaker Canvas requires a prompt/completion pair file in CSV format because it does supervised fine-tuning. This allows SageMaker Canvas to learn how to answer specific inputs with properly formatted and adapted outputs. SageMaker Canvas automatically scans it for any formatting issues.

AWS

AWS ML ML Machine Learning

Data Science Current

Build a robust text-to-SQL solution generating complex queries, self-correcting, and querying diverse data sources

Transform customer engagement with no-code LLM fine-tuning using Amazon SageMaker Canvas and SageMaker JumpStart

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