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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
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.