Snowflake DSA-C02 : SnowPro Advanced: Data Scientist Certification Exam

DSA-C02 exam collection

Exam Code: DSA-C02

Exam Name: SnowPro Advanced: Data Scientist Certification Exam

Updated: Sep 04, 2025

Q & A: 67 Questions and Answers

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Snowflake DSA-C02 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Data Preparation and Feature Engineering: This section of the test includes data cleansing, exploratory data analysis, feature engineering, and data visualization using Snowflake for data analysts and machine learning developers. It evaluates proficiency in data preparation for model building and stakeholder presentation.
Topic 2
  • Data Science Concepts: This portion of the test includes basic machine learning principles, problem types, the machine learning lifecycle, and statistical ideas that are crucial for data science workloads for analysts and data scientists. It guarantees that applicants comprehend data science theory inside the framework of Snowflake's platform.
Topic 3
  • Model Deployment: For MLOps engineers and data scientists, this domain covers the process of moving models into production, assessing model effectiveness, retraining models, and understanding model lifecycle management tools. It ensures candidates can operationalize machine learning models in a Snowflake-based production environment.
Topic 4
  • Data Pipelining: This domain focuses on creating efficient data science pipelines and enhancing data through data-sharing sources for data engineers and ETL specialists. It evaluates the capacity to establish reliable data flows throughout the ecosystem of Snowflake.

Reference: https://learn.snowflake.com/en/certifications/snowpro-advanced-datascientist/

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