Blog

Articles

Mar 27, 2023

Visualizing Data in BigQuery Using Ponder

Data visualization is a key component of exploratory data analysis that is useful for data cleaning, identifying outliers and feature relationships, and so on. Interactive Python libraries like Matplotlib or Seaborn allow data scientists to draw fast insights, but when the data is stored in a cloud ...

Articles

Mar 20, 2023

Secure and Scalable Healthcare Analytics in Python with Snowflake

A real-world healthcare analytics scenario of how to use Python and Ponder to analyze electronic health records directly in your data warehouse by writing pandas code....

Events

Mar 18, 2023

Scalable Pandas Meetup No. 10: Spotify with Modin and Ray

Ziwei Ye (Machine Learning Engineer at Spotify) will give a brief presentation on how Spotify uses Modin and Ray to scale its pandas workflows....

News

Mar 16, 2023

Modin 0.19: NumPy, Welcome to the Modin Family!

Modin version 0.19 is now available! The release includes many improvements, but the most important is initial support for NumPy!...

Articles

Mar 6, 2023

Big Data Is Dead… Long Live Big Data

A recent blog post proclaims "Big Data is Dead." I'm here to declare "not so fast!" We should learn to embrace — and admit the legitimate existence of — all sizes of data!...

Articles

Mar 2, 2023

Why I Joined Ponder: Mahesh Vashishtha

Mahesh Vashistha describes his background in computer science, and why he joined Ponder....

Articles

Feb 23, 2023

Run NumPy on Your Data Warehouse with Ponder!

Ponder now lets you run NumPy in your data warehouse (Snowflake, BigQuery, etc.)....

Events

Feb 16, 2023

Scalable Pandas Meetup No. 9: Pandas on Snowflake + BigQuery Using Ponder

Post-event Update (2/27): Watch the recording of the meetup here! ——————————————————————————— We’re really looking forward to our ninth Scalable Pandas Meetup! This meetup is the ninth in a series of conversations centered around ...

Featured

Jan 23, 2023

Introducing Ponder: Run Pandas on 1TB+ Directly in Your Data Warehouse

Ponder lets you run pandas directly in your data warehouse, be it Snowflake, BigQuery, or Redshift. With Ponder, you get the same pandas-native experience that you love, but with the power and scalability of cloud-native data warehouses....

Ready to level up your Pandas game?

Try Ponder now