Jun 8, 2023

Top 5 Things to Know When Using the Snowflake Module in Python

We describe five key things to know when using the Snowflake module in Python, also known as the “snowflake-connector-python,” to interact with data in Snowflake from a Python interface....


Jun 5, 2023

An API-First Approach to Data

We explore why it is important to adopt an infrastructure-agnostic approach when picking data tools and how Ponder gives you the flexibility you need by letting you use your favorite data APIs, like pandas and NumPy, no matter what database your data is stored in...


May 31, 2023

Python for Finance: Pandas Resample, Groupby, and Rolling

With an end-to-end example, we explore how you can leverage pandas to understand trends in times series data quickly, with a particular focus on time series methods like pandas resample, grouping by dates, and performing rolling operations to smooth out the results....


May 26, 2023

Scalable Pandas Meetup No. 11: Pandas for Your Database With Matt Harrison

Matt Harrison (Python expert, author of "Effective Pandas," and Ponder Advisor) will present a pandas demo for finance using Ponder....


May 25, 2023

Ponder in Public Beta: Data Science in Your Data Warehouse

Ponder lets you run your Python data workflows (pandas, NumPy) directly in your data warehouse or database, and as of today, anyone can try Ponder for free. Get started in less than 5 minutes....


May 3, 2023

Scalable Data Science with Ponder on DuckDB

Announcing Ponder on DuckDB! Ponder lets you run your data science workflows directly in your database. Now, with Ponder, you can speed up your pandas code by using our pandas API for DuckDB....


Apr 18, 2023

Ponder at PyCon 2023

Ponder's coming to PyCon 2023 as part of Startup Row! Make sure to stop by, chat with Modin creator Devin Petersohn, and test out our tool!...


Apr 11, 2023

Compilation of Hot Takes on Enterprise Pandas

Over the past few weeks, we shared a series of “hot takes” on enterprise pandas and how Ponder helps address some of these challenges. The post below is a compilation of our 12-day series on this topic. What is Ponder? Ponder lets you run pandas directly in your data warehouse. Data team...


Mar 31, 2023

Build Scalable Data Pipelines with BigQuery, Prefect, and Ponder

Ponder lets you run pandas code directly in your data warehouse, and Prefect is one of the most popular data workflow orchestration tools. By combining Ponder and Prefect, data teams can simplify their data stack and accelerate their time to production....

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