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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
Testimonials (2)
The variety of the information shared and the clarity to explain terms in plain English.
Arisbe Mendoza - Fairtrade International
Course - GDPR Workshop
It's a hands-on session.