Login
DSA-C02

SnowPro® Advanced: Data Scientist

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

Register Now
Certification
SnowPro® Advanced: Data Scientist

SNOWPRO® ADVANCED: DATA SCIENTIST OVERVIEW

The SnowPro® Advanced: Data Scientist Certification 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
  • Experience presenting data using visualization tools

Target Audience:

  • Data Scientists
  • AI/ML Engineers

SnowPro FAQs

Frequently Asked Questions

Learn more

Learning Tracks

Snowflake Learning Journey

You know what you’re looking for, and we have curated paths to help you achieve whatever your learning goals. From skill building badges, to preparation for the SnowPro core certifications we have you covered.
Explore Learning Tracks
Snowflake Logo

Snowflake Education Services includes Instructor-Led Training, SnowPro Certifications, and this online, on-demand educational courses website. Our on-demand courses are branded as "Snowflake University." Snowflake University (aka Uni) offers a badge program called Hands-On Essentials as well as other courses.

©2024 Snowflake Inc. All Rights Reserved