Course Outline

I. Advanced Architecture and Optimization for Government

Advanced Snowflake Architecture (2 hours)

  • Understanding Snowflake: MPP and Its Benefits
  • Data Storage Techniques: Micro-partitioning and Compression
  • Cluster Management Strategies

Data Management and Security

  • Time Travel and Fail-safe: Real-World Applications
  • Access Control and Data Security Measures
  • Monitoring and Auditing Practices

Advanced SQL Features and Analysis

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

Practical Workshops and Case Studies

  • Solving Real Government Business Problems
  • Query Optimization and Cost Management Strategies

II. Integration, Automation, and Advanced Solutions for Government

Integration with External Systems (2 hours)

  • Integrating with ETL/ELT Tools
  • Connecting with Big Data Platforms (e.g., Hadoop, Spark)
  • Leveraging Snowflake APIs

Automation and Orchestration (2 hours)

  • Process Automation Using Snowpipe
  • Orchestration with External Tools (e.g., Airflow)
  • Practical Automation Scenarios

Advanced Data Processing (2 hours)

  • Streaming Data Processing Techniques
  • Machine Learning and AI Integration with Snowflake
  • Managing Large Data Sets Efficiently

Workshops and Q&A Session (2 hours)

  • Applying Acquired Knowledge in Practical Scenarios
  • Addressing Challenges and Problem Solving
  • Discussion and Experience Sharing for Government Professionals

Requirements

Basic Knowledge of Snowflake, Experience in SQL, Fundamentals of Data Processing, Understanding of Data Security, Familiarity with Other Cloud Technologies, Proficiency in Data Analysis, Programming Skills, Practical Experience with Snowflake for government applications.

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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