Snowpark ML Toolkit and dbt Python Models
(45 Minutes)
By: Felipe Hoffa, Developer Advocate
Experience Level: Intermediate
Slides Link

In this session we will perform a full exploration of the Snowpark ML Toolkit using dbt Python models on the dbt Cloud without any package installation. You will learn how Snowflake improves on familiar ML libraries like Scikit-Learn and XGBoost to make them scale within its scalable runtime.

 

During this session you will: 

• Start with 50,000 rows and scale to 50 million rows on various data transformations with the toolkit
• Train and predict a dbt Python model with XGBoost
• Switch between SQL and Python transformations in a pipeline where dbt takes care of the boilerplate code when pushing to Snowflake 

Paywalls, Beautiful Soup, and reading what was sent to you
(10 Minutes)
By: Phil Robare
Experience Level: Advanced

The paywall at Wired.com, TheAtlantic.com and other websites implement a paywall with javascript.  The source page that is sent has the entire article.  This talk is about the use of the BeautifulSoup package (which manipulates HTML documents) to read what the web site sends.

Saturday: A natural language network scanning tool.
(45 Minutes)
By: Joshua Herman
Experience Level: Advanced

A natural language chatbot accessible using SMS and the internet. Under the hood it uses langchain (a way to augment LLMs) that currently is accessible through its SMS interface (  and web interface (http://www.securday.com) . Under the hood it is 94% Python using langchain to manage the interactions with OpenAI's GPT-4 and can calculate with wolfram alpha , create and run python scripts, interact with Bash and retrieve shodan's security scans.

5 Python modules for fun and profit
(5 Minutes)
By: Joe Jasinski
Experience Level: Novice

In this lightning talk, you will learn about 5 cool Python modules that are guaranteed to boost your productivity and expand your coding horizons. Join us for this thrilling session and discover these exciting Python modules!