Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceHandling sensitive data with LLMsDuring the past six months I have spoken with numerous customers about LLMs and Gen AI, where in the beginning much of the discussions was…Feb 264Feb 264
Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceRunning a R UDF with Snowpark Container ServicesSometimes when speaking with Snowflake customers and prospects I get the question about R and Snowflake and specifically how they can take…Oct 12, 2023Oct 12, 2023
Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceSnowpark ML, A Machine Learning Toolkit for SnowflakeJul 7, 20232Jul 7, 20232
Mats StellwallinStreamlitMonte Carlo simulations with StreamlitA Monte Carlo simulation, also known as a probability simulation, is a method for predicting possible outcomes of uncertain events. It…Jun 8, 2023Jun 8, 2023
Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceA example of migrating Pandas based code to Snowpark based codeSome time ago I wrote a post on how to do feature engineering with Snowpark for Scala based on generated credit card transactions, based on…Jun 8, 2023Jun 8, 2023
Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceDoing Monte Carlo Simulations at scale with Snowpark for PythonI recently worked with a customer that was migrating a program they had for doing Monte Carlo simulations to estimate expected loss for…Apr 4, 2023Apr 4, 2023
Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceHandling missing values with Snowpark for Python — Part 2This is the second post in my two part serie on handling missing values with Snowpark for Python.Oct 26, 20223Oct 26, 20223
Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceHandling missing values with Snowpark for Python — Part 1Missing values in data can often cause “confusion” in many machine learning algorithms, resulting in unreliable output. Although many…Sep 30, 20221Sep 30, 20221
Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceUsing Snowpark for Python with Amazon SageMaker2023–01–17: Since I originally wrote this post, Snowpark for Python has gone GA and also added a lot of new functionality, so I have done…Mar 14, 20222Mar 14, 20222
Mats StellwallinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceFeature Engineering with SnowflakeIn this article I will show you how easy it is to do Feature Engineering with Snowflake using recently released Snowpark, which is a…Oct 7, 2021Oct 7, 2021