Curriculum
- 8 Sections
- 55 Lessons
- 150 Days
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- Module 1 :Welcome to Snowflake/Introduction to Cloud Data Warehousing7
- Module 2 :Getting Started with Snowflake , Snowflake UserInterface , Data Loading to Snowflake7
- Module 3 :Mastering Snowflake SQL, Secure Data Sharing and Collaboration6
- Module 4 :Snowpark, Setting Up the Environment, Basic Operations and Writing Code in Snowpark ,Optimizing Performance15
- 4.1Introduction to Snowpark
- 4.2Setting Up the Environment
- 4.3Setting Up the Environment For Python
- 4.4Setting Up the Environment For Java
- 4.5Basic Operations in Snowpark – Creating a Session
- 4.6Basic Operations in Snowpark – Creating a Session
- 4.7Basic Operations in Snowpark – Working with DataFrames
- 4.8Basic Operations in Snowpark – Executing Actions:
- 4.9Writing Code in Snowpark – User-Defined Functions (UDFs)
- 4.10Writing Code in Snowpark – Stored Procedures
- 4.11Writing Code in Snowpark – Using Python Worksheets in Snowsight
- 4.12Optimizing Performance
- 4.13Best Practices
- 4.14Hands – On
- 4.15Quiz/SnowPro Core Certification Program/Module 45 Questions
- Module 5:Optimizing Performance, Deep Dive into Clustering Keys and Micro-Partitioning , Strategies for Query Performance Tuning, Managing Resources and Scaling Efficiently10
- 5.1Optimizing Performance
- 5.2Deep Dive into Clustering Keys and Micro-Partitioning
- 5.3Strategies for Query Performance Tuning
- 5.4Caching in Snowflake
- 5.5Snowflake Account Usage Views (Performance Metrics)
- 5.6Warehouse Load Monitoring
- 5.7Resource Management & Scaling Strategies
- 5.8Managing Cost per Query
- 5.9Hands – On
- 5.10SnowPro Core Certification Program/Module 55 Questions
- Module 6 :Unlocking Advanced Features, Time Travel & Recovery, Data Security, and Role-Based Access Control (RBAC)11
- 6.1Unlocking Advanced Features in Snowflake
- 6.2Streams in Snowflake
- 6.3Introduction to Tasks
- 6.4Altering Tasks
- 6.5Cron Scheduler in Tasks
- 6.6Time Travel and Data Recovery Strategies
- 6.7Data Security and Governance
- 6.8Implementing Robust Role-Based Access Control (RBAC)
- 6.9Best Practices
- 6.10Hands – On
- 6.11SnowPro Core Certification Program/Module 65 Questions
- Module 7Automation and Scripting Using Snowflake , Tasks and Streams for Automation6
- Project0
Overview of Snowflake
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