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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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