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Course Outline

I. Advanced Architecture and Optimization

Advanced Snowflake Architecture (2 hours)

  • Inside Snowflake: MPP (Massively Parallel Processing) and its Advantages
  • Data Storage: Micro-partitioning and Compression Techniques
  • Clusters and Their Management

Data Management and Security

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

Advanced SQL Features and Analytics

  • Advanced SQL Queries: Window Functions and Recursive Queries
  • Utilizing UDFs (User-Defined Functions) and Stored Procedures
  • Predictive and Statistical Analysis Techniques

Practical Workshops and Case Studies

  • Solving Real-World Business Problems
  • 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 with Snowpipe
  • Orchestration Using External Tools (e.g., Airflow)
  • Practical Automation Examples

Advanced Data Processing (2 hours)

  • Streaming Data Processing
  • Machine Learning and AI with Snowflake
  • Working with Large Datasets

Workshops and Q&A Session (2 hours)

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

Requirements

Prerequisites include fundamental knowledge of Snowflake, SQL proficiency, basics of data processing, understanding of data security, experience with other cloud technologies, familiarity with data analysis concepts, programming skills, and 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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