Earlier this year during the Snowflake Summit 2022 two of the many exciting announcements for me personally were Snowpark for Python in Public Preview and open-sourcing of the Snowflake Snowpark Python API. Why …? I am glad you asked 😊 As a developer advocate and a technical evangelist (focused on Snowpark for…

BONUS: It has code for building Streamlit application on top of your ML model. There is no shortage of great content here on Medium and QuickStart Guides which cover various aspects of working with Snowpark for Python contributed by Snowflakes as well as (Snowflake) Data Superheroes. …

UPDATE as of JULY 2023: I’ve created a new step-by-step guide with updated code that uses latest gpt4 model along with the new Chat Completions API. The guide also includes code for running interactive Streamlit application for entering prompts for…

A technical guide for building image recognition applications in Snowflake. — In this article, we will review how to build image recognition applications in Snowflake using Snowpark for Python, PyTorch, Streamlit and OpenAI’s DALL-E 2 — “a new AI system that can create realistic images and art from a description in natural language”. One of the main reasons why running these…

UPDATE: As of September 18, 2023 Streamlit in Snowflake is in Public Preview. This means you can now build this application entirely in Snowflake. For the updated code and step-by-step instructions, please follow this QuickStart Guide. UPDATE: As of Nov 7, 2022 Snowpark for Python is GA. Recently Snowflake…

StreamSets DataOps platform provides an end-to-end enterprise solution to maximize the value of your Snowflake Data Cloud. The platform can ingest data into Snowflake (using batch, streaming and change data capture data pipelines ). …

Imagine asking Amazon Alexa or Google Home to run your ETL, data processing, and machine learning “, or “ data pipelines . For example, “ Start my data pipeline on Amazon EMR”, “ How many active jobs do I have running on Databricks?” — all without firing up your computer…

Change Data Capture is becoming essential to migrating to the cloud. In this blog, I have outlined detailed explanations and steps to load Change Data Capture (CDC) data from PostgreSQL to Amazon Redshift using StreamSets Data Collector, a fast data ingestion engine . The data pipeline first writes PostgreSQL CDC…

Learn how to load data from S3 to Snowflake and serve a TensorFlow model in StreamSets Data Collector, a fast data ingestion engine , data pipeline for scoring on data flowing from S3 to Snowflake. Data and analytics are helping us become faster and smarter at staying healthy. Open data…