Snowflake Course

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Snowflake Course
What you will get when you take this course:

Syllabus

  • Introduction to Database
  • Types of SQL Commands
  • SQL Operators
  • Keys in SQL
  • Joining the tables
  • Ordering and Grouping
  • Aggregate functions in SQL
  • Data Warehouse
  • Data Warehouse vs Database
  • Data warehouse as a Service
  • Database Storage or Centralized Storage
  • Query Processing or Multi-Cluster Compute
  • Cloud Services
  • Installing SnowSQL
  • Connecting to Snowflake using SnowSQL from CLI
  • Basic SnowSQL commands
  • Columnar Storage
  • Micro-partitions
  • Meta Data
  • Data Clustering
  • Authentication & Access Control
  • Infrastructure Manager
  • Metadata Manager
  • Security Manager
  • Edition
  • Compute Costs
  • Storage Costs
  • Additional services
  • Stage Types
  • External Stage
  • Internal Stages
  • Key Features of Sequences
  • Creating a Sequence
  • Using Sequences in SQL Statements
  • Viewing the Current Value of a Sequence
  • Modifying a Sequence
  • Dropping a Sequence
  • Use Cases for Sequences
  • Example: Full Use Case
  • Data Loading Types: Bulk loading, Continuoius Loading
  • COPY command: Simple Transformations, Data Loading & Transform
  • Loading Semi-structured data into Snowflake
  • Permanent Tables
  • Transient Tables
  • Temporary Tables
  • External Tables
  • Create External Stage
  • Secure Views
  • Materialized Views
  • Key Features of Snowpipe
  • Steps to Create Snowpipe
  • Snowpipe with AWS
  • Snowpipe with Azure
  • Use Cases
  • Types of UDFs: Scalar, Tabular
  • Alter Task
  • Sample Tasks
  • Cron
  • DAG - Directed Acyclic Graph
  • Task History
  • Trouble shooting Tasks
  • Metadata of Streams
  • Working of Streams
  • Consuming data from Streams
  • Types of Streams
  • Streams with Tasks
  • Retention Period
  • Querying Historical data
  • Restoring Object
  • Fail-safe