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Snowflake Roadmap

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Day 1: Snowflake architecture
Day 2: Create database
Day 3: Create schema
Day 4: Load CSV file
Day 5: Retrieve data from table
Day 6: Retrieve data from table with WHERE clause
Day 7: SHOW, ALTER, DROP, UNDROP
Day 8: Grant SELECT privileges
Day 9: Filter data using WHERE
Day 10: JOIN operation
Day 11: Stored procedure
Day 12: Daily data loading using Snowflake Tasks
Day 13: Role-based security model
Day 14: Snowflake view
Day 15: Data sharing features
Day 16: Data loading
Day 17: Web-based user interface
Day 18: COPY INTO
Day 19: Aggregate data with GROUP BY
Day 20: Create a warehouse
Day 21: Time Travel and Fail-safe
Day 22: INFORMATION_SCHEMA
Day 23: Load JSON data
Day 24: SQL subqueries
Day 25: Performance monitoring
Day 26: Python functions
Day 27: Query history and usage reports
Day 28: Multi-factor authentication (MFA)
Day 29: Database replication
Day 30: Window functions
Day 31: Row-level security policies
Day 32: Automate data maintenance
Day 33: Query profiler
Day 34: Materialized Views
Day 35: Automatic scaling
Day 36: Semi-structured data
Day 37: Data masking and encryption
Day 38: Cross-region data replication
Day 39: Data pipeline with Snowpipe
Day 40: COPY INTO and COPY FROM commands
Day 41: Resource monitors
Day 42: Continuous integration/continuous deployment (CI/CD) pipeline
Day 43: Custom role
Day 44: Snowflake Streams
Day 45: VARIANT data type
Day 46: Common Table Expressions (CTEs)
Day 47: Time-travel-based temporal tables
Day 48: Transformation task
Day 49: Geospatial data
Day 50: User-defined functions
Day 51: External cloud service integration
Day 52: External tokenization
Day 53: Data sharing group
Day 54: Data masking policy
Day 55: Stored procedure in JavaScript
Day 56: Ad-hoc querying
Day 57: Data sharing credits and usage tracking
Day 58: Integration with data science tools
Day 59: Automated data backup and recovery strategy
Day 60: Business Intelligence tools
Day 61: Change Data Capture (CDC)
Day 62: EXTERNAL TABLE feature
Day 63: Transform data between formats
Day 64: Semi-structured data formats
Day 65: Virtual Private Snowflake (VPS)
Day 66: User-defined extensions
Day 67: Data retention policies and data archiving
Day 68: Data governance and compliance
Day 69: Continuous data protection
Day 70: Materialized view for data aggregation
Day 71: Advanced data sharing
Day 72: Streaming data integration with Apache Kafka
Day 73: Custom connectors for Snowflake integration
Day 74: Custom data masking policy
Day 75: Machine learning frameworks
Day 76: Fine-grained access control with dynamic masking
Day 77: Snowpark
Day 78: Snowflake connector
Day 79: External tokenization
Day 80: Data lineage tracking
Day 81: Snowflake Connector for a data lake storage system
Day 82: Snowflake task with Python
Day 83: NoSQL data
Day 84: Resource classes
Day 85: Custom Snowflake plugin for authentication
Day 86: Continuous data quality monitoring
Day 87: Custom data replication using Snowflake's APIs
Day 88: Data sharing with data marketplaces
Day 89: Snowflake geospatial analytics
Day 90: Advanced error handling
Day 91: Extension for advanced analytics
Day 92: Private Data Exchange for secure data sharing
Day 93: Custom data transformation
Day 94: Advanced data processing
Day 95: Blockchain technology
Day 96: Custom Data masking function
Day 97: Data governance framework
Day 98: Advanced IoT data analytics
Day 99: Snowflake connector for an industry-specific data source
Day 100: Snowflake extension for machine learning integration

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