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Course Outline
I. Advanced Architecture and Optimization
Advanced Snowflake Architecture (2 hours)
- Deep Dive into Snowflake: MPP and its benefits
- Data Storage: Micro-partitioning and compression techniques
- Cluster management strategies
Data Management and Security
- Practical use of Time Travel and Fail-safe
- Access control and data security measures
- Monitoring and audit practices
Advanced SQL Features and Analysis
- Complex SQL queries: Window and Recursive functions
- Leveraging UDFs and Stored Procedures
- Predictive and statistical analysis methods
Practical Workshops and Case Studies
- Addressing real-world business challenges
- Query optimization and cost management strategies
II. Integration, Automation, and Advanced Solutions
Integration with External Systems (2 hours)
- Connecting with ETL/ELT tools
- Integrating Big Data systems (e.g., Hadoop, Spark)
- Leveraging Snowflake APIs
Automation and Orchestration (2 hours)
- Workflow automation using Snowpipe
- Orchestration via external tools (e.g., Airflow)
- Hands-on automation scenarios
Advanced Data Processing (2 hours)
- Real-time data streaming
- Machine Learning and AI within Snowflake
- Handling large-scale datasets
Workshops and Q&A Session (2 hours)
- Applying acquired knowledge in practice
- Troubleshooting and overcoming challenges
- Peer discussion and experience exchange
Requirements
Prerequisites: Basic Snowflake familiarity, SQL proficiency, foundational data processing knowledge, understanding of data security principles, experience with cloud technologies, data analysis comprehension, programming skills, and 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.