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Course Outline
I. Advanced Architecture and Optimization
Advanced Snowflake Architecture (2 hours)
- Inside Snowflake: MPP Architecture and Its Benefits
- Data Storage: Micro-partitioning and Compression Techniques
- Cluster Management and Configuration
Data Management and Security
- Time Travel and Fail-safe: Practical Implementation
- Access Control and Data Protection Strategies
- System Monitoring and Audit Procedures
Advanced SQL Features and Analysis
- Complex SQL Queries: Window Functions and Recursion
- Implementing UDFs and Stored Procedures
- Predictive and Statistical Analysis Techniques
Practical Workshops and Case Studies
- Addressing Real-World Business Challenges
- Query Performance Tuning and Cost Control
II. Integration, Automation, and Advanced Solutions
Integration with External Systems (2 hours)
- Connecting with ETL/ELT Frameworks
- Interfacing with Big Data Platforms (e.g., Hadoop, Spark)
- Leveraging Snowflake APIs
Automation and Orchestration (2 hours)
- Workflow Automation via Snowpipe
- Orchestration with External Tools (e.g., Airflow)
- Hands-On Automation Scenarios
Advanced Data Processing (2 hours)
- Streaming Data Ingestion and Processing
- Machine Learning and AI Capabilities in Snowflake
- Handling Large-Scale Datasets
Workshops and Q&A Session (2 hours)
- Applying Newly Acquired Skills in Practice
- Troubleshooting and Overcoming Challenges
- Prompts for Discussion and Knowledge Exchange
Requirements
Prerequisites include foundational Snowflake knowledge, SQL experience, basic data processing skills, an understanding of data security, familiarity with other cloud technologies, insights into data analysis, programming proficiency, and practical hands-on experience with Snowflake.
Target 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.
