Aug 9, 2023

How to Use pandas read_sql

In this article, we discuss the structure of pandas read_sql, its history, how it relates to SQLAlchemy, and how to use it....


Aug 8, 2023

HuggingFace Transformers with Ponder

In this article we show how the HuggingFace Transformers library works with Ponder, a tool that uses your data warehouse (Snowflake, BigQuery, DuckDB) as an engine to run your pandas and NumPy code...


Aug 3, 2023

Ponder 0.2.0 Release: BigQuery in Public Beta!

We are thrilled to announce Ponder's public beta of BigQuery support. You can now harness the capabilities of BigQuery directly within your pandas workflows, eliminating the need for data movement, so that you can enjoy the scalability and governance provided by an enterprise-grade data warehouse. B...


Jul 20, 2023

pandas apply in your database

Learn how you can use pandas's apply to perform custom functions on your DataFrame directly on your database!...


Jul 14, 2023

Pandas in Production with VertexAI and BigQuery

With Ponder, you can use lightweight Vertex AI Notebooks to run pandas on large datasets, all by letting BigQuery do the heavy lifting....


Jul 7, 2023

Professional Pandas Meetup No. 12: Orchestrating Pandas Code with Prefect

George Coyne, Director of Sales Engineering at Prefect, will present a demo of Prefect with pandas / Ponder....


Jun 23, 2023

Ponder at Snowflake Summit

Come meet with our experts at the Snowflake Summit for a free 1:1 consulting, personalized demo, and some awesome Ponder swag!...


Jun 22, 2023

Effective Pandas E-Book Giveaway! Try Ponder Today

Effective Pandas giveaway for all who share a screenshot of their pandas code running on Ponder! Ends June 30th...


Jun 9, 2023

The New DuckDB Pivot Operator

DuckDB recently introduced support for a DuckDB PIVOT operator. In this post, we compare the syntax for DuckDB Pivot, Snowflake Pivot, and Ponder Pivot (using the pandas API)....

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