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Snowflake SnowPro Advanced: Data Scientist Certification Prep

Professional Certification preparation with worked examples, written practice and independent learning assessments.

Professional Snowflake SnowPro Advanced: Data Scientist Certification Prep course covering: Data science concepts in Snowflake; Data pipelining and feature engineering with Snowpark; Exploratory analysis and statistics in Snowflake; Model training with Snowpark ML and notebooks; Model registry, deployment and inference; Snowflake Cortex AI and ML functions; Model monitoring, governance and MLOps; Data science scenarios and exam review. Aligned to the published exam guide for SnowPro Advanced: Data Scientist, with practical lessons, hands-on labs, exercises, quizzes and a final exam. Includes lessons, supplementary YouTube tutorials, practical exercises, quizzes and free/paid practice tests. Erudex is independent, not affiliated with the source institution or awarding body. Its 80% learning checks are not official grades or university credit. Content requires qualified subject review before use as a complete teaching programme.

32h Certificate available
InternationalProfessional CertificationIndependent preparation

Curriculum

One complete track with its own final exam and certificate.

Professional Snowflake SnowPro Advanced: Data Scientist Certification Prep course covering: Data science concepts in Snowflake; Data pipelining and feature engineering with Snowpark; Exploratory analysis and statistics in Snowflake; Model training with Snowpark ML and notebooks; Model registry, deployment and inference; Snowflake Cortex AI and ML functions; Model monitoring, governance and MLOps; Data science scenarios and exam review. Aligned to the published exam guide for SnowPro Advanced: Data Scientist, with practical lessons, hands-on labs, exercises, quizzes and a final exam.

Data science concepts in Snowflake

  • Lesson 1: Snowflake Architecture for Data Science and Machine Learning Workloads Lab60 min
  • Lesson 2: Advanced Data Types, Semi-Structured Processing, and Vector Embeddings for ML Lab60 min
  • Lesson 3: Security, Governance, and Lifecycle Management for ML Datasets Lab60 min
  • Lesson 4: Compute Optimization, Snowpark-Optimized Warehouses, and Performance Tuning Lab60 min

Careers this prepares you for

    How you study

    Every lesson pairs an in-depth video with written notes, key takeaways, a hands-on lab, exercises and a quiz. Work at your own pace, then sit the final examination for your Erudex certificate.