SnowPro Advanced Data Scientist

The SnowPro® Advanced: Data Scientist Certification exam will test advanced knowledge and skills used to apply comprehensive data science principles, tools, and methodologies using Snowflake. This certification will test the ability to:

Outline data science concepts
Implement Snowflake data science best practices
Prepare data and feature engineering in Snowflake
Train and use machine learning models
Use data visualization to present a business case (e.g., model explainability)
Implement model lifecycle management

SNOWPRO ADVANCED: DATA SCIENTIST CANDIDATE

2+ years of practical data science experience with Snowflake, in an enterprise environment. In addition, successful candidates may have:

A statistical, mathematical, or science education (or equivalent work experience)
Background working with one or more of the following programming languages (e.g., Python, R, SQL, PySpark, etc.)
Experience modeling and using machine learning platforms (e.g., SageMaker, Azure Machine Learning, GCP AI platform, AutoML tools, etc.)
An understanding of various open source and commercial frameworks and libraries (e.g., scikit-learn, TensorFlow, etc. )
Experience preparing, cleaning, and transforming data sets from multiple sources
Experience creating features for machine learning training
Experience validating and interpreting models
Experience putting a model into production and monitoring the model in production

Target Audience: