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Course Outline

I. Advanced Architecture and Optimization

Advanced Snowflake Architecture (2 hours)

  • Inside Snowflake: MPP Architecture and Its Advantages
  • Data Storage Mechanisms: Micro-partitioning and Compression
  • Cluster Configuration and Management

Data Management and Security

  • Time Travel and Fail-safe: Practical Applications
  • Access Control and Data Security Strategies
  • Monitoring and Auditing Techniques

Advanced SQL Features and Analytics

  • Complex SQL Queries: Window Functions, Recursive Queries
  • Leveraging User-Defined Functions (UDFs) and Stored Procedures
  • Predictive and Statistical Analysis

Practical Workshops and Case Studies

  • Solving Real-World Business Challenges
  • Query Optimization and Cost Management Strategies

II. Integration, Automation, and Advanced Solutions

Integration with External Systems (2 hours)

  • Integration with ETL/ELT Tools
  • Connections with Big Data Systems (e.g., Hadoop, Spark)
  • Leveraging Snowflake APIs

Automation and Orchestration (2 hours)

  • Process Automation Using Snowpipe
  • Orchestration via External Tools (e.g., Airflow)
  • Practical Automation Use Cases

Advanced Data Processing (2 hours)

  • Real-Time Streaming Data Processing
  • Machine Learning and AI Integration with Snowflake
  • Working with Large-Scale Datasets

Workshops and Q&A Session (2 hours)

  • Practical Application of Acquired Knowledge
  • Problem Solving and Technical Challenges
  • Discussion and Peer Experience Sharing

Requirements

Prerequisites include foundational knowledge of Snowflake, experience with SQL, basics of data processing, understanding of data security concepts, familiarity with other cloud technologies, an analytical mindset for data analysis, programming skills, and practical hands-on experience with Snowflake.

Audience:

  • Data Analysts
  • Data Engineers
  • Database Administrators (DBAs)
  • Big Data Engineers
  • Cloud Solutions Architects
  • Developers and Programmers
  • Business Intelligence (BI) Specialists
  • IT Project Managers
 14 Hours

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