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Data & Database Administration
Snowflake
Snowflake
Curriculum
10 Sections
29 Lessons
10 Weeks
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Data Warehousing & Snowflake Overview
3
1.1
Snowflake vs Other Cloud Warehouses
1.2
Snowflake Editions & Use Cases
1.3
Introduction to Snowflake Platform
Snowflake Architecture & Setup
3
2.1
Snowflake Web UI & SnowSQL
2.2
Virtual Warehouses & Compute Model
2.3
Account, Database & Schema Setup
Snowflake SQL Fundamentals
3
3.1
Views & Temporary Tables
3.2
DML & Query Operations
3.3
Joins, Subqueries & CTEs
Data Loading & File Management
3
4.1
File Formats (CSV, JSON, Parquet)
4.2
COPY INTO Command
4.3
Data Validation & Error Handling
Semi-Structured Data Handling
3
5.1
Querying JSON & Nested Data
5.2
FLATTEN Function
5.3
Schema-on-Read Concept
Performance Optimization
3
6.1
Virtual Warehouse Sizing
6.2
Micro-Partitions & Clustering
6.3
Query Profiling & Tuning
Security & Data Protection
3
7.1
Data Encryption & Network Policies
7.2
Masking & Row Access Policies
7.3
Secure Views
Automation & Data Pipelines
3
8.1
Pipeline Best Practices
8.2
Tasks & Scheduling
8.3
Incremental Data Processing
Cost Management & Advanced Features
3
9.1
Usage Monitoring & Optimization
9.2
Auto Suspend & Resume Warehouses
9.3
Time Travel & Zero-Copy Cloning
Integrations & Real-World Use Cases
2
10.1
Secure Data Sharing & Marketplace
10.2
Snowflake with Python & Snowpark
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