Snowflake Data warehousing

In this course covers the fundamental concepts, design considerations, and best practices intended for key stakeholders who will be working on the Snowflake Platform. The course will consist of lecture, demos, and labs on a wide range of foundational topics.

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In this course covers the fundamental concepts, design considerations, and best practices intended for key stakeholders who will be working on the Snowflake Platform. The course will consist of lecture, demos, and labs on a wide range of foundational topics.

Course content

 

Data Warehouse Basics
  • Overview of Data Warehouse
  • Introduction to Dimentional Modeling
  • Desiging Dimentional Model
  • Data Warehouse Maturity Levels – Data Warehouse, Data Lake, Data Mart
  • On-Premise Vs Cloud Data Warehouse
Snowflake Overview & Key Concepts
  • Overview of Snowflake Architecture, Features at a high level
  • Deep Dive into three-tiered architecture
  • Snowflake Account Activation
  • How to use the Snowflake UI & eco system
  • Overview of Web Interface and its components
  • Snowflake Data Life cycle
 Data Movement using SnowSQL CLI
  • Downloading and Installing SnowSQL CLI Configuring SnowSQL CLI
  • Creating Snowflake Database,Tables,Views using CLI
  • Working with SnowSQL using CLI
  • SQLCommands–DDL/DML
  • Filtering data examples & best practices
  • LAB / Practical
Querying Staged Data into Snowflake
  • Creating and using File Formats
  • Internal and External Stage Tables
  • Loading & Querying data from External Stage
  • Implementing SCD against Snowflake
  • LAB / Practical
Using Snowflakes SQL Extensibility Features
  • Creating and using JavaScript User-defined functions
  • Creating and Using JavaScript Procedures
  • LAB / Practical
Working with Semi-Structured Data
  • Working with JSON and XML Files
  • Built-in functions for parsing and nesting of semi-structured data
  • Crating file formats for semi structured data types
  • LAB / Practical
Connecting with Other Cloud ETL and Visualization tools
  • Download, install and configure ODBC Drivers and creating DSN
  • Exploring & Visualizing data outside of Snowflake using PowerBI
  • Moving on-premise data to Snowflake using Azure Data Factory
  • LAB / Practical
Compute Management
  • Virtual Warehouse Details – Concurrency Management
  • Scaling Virtual Warehouses Up & Out
  • Creating and managing Virtual Warehouses
  • Configuring and Using Resource Manager
  • LAB / Practical
Back-up, Restore & TimeTravel
  • Time Travel Concept and Queries
  • Zero-copy cloning
  • LAB / Practical
Performance Management
  • Caching Types in Snowflake
  • Performance Management using ClusteringKey
  • Running different queries to see Snowflake Usage
  • Use case and best practices
System roles & custom roles
  • Managing Security in Snowflake
  • System roles & custom roles
  • Role Hierarchy
  • LAB / Practical
 Data Sharing, Secure Views
  • Data Sharing overview
  • Outbound Data Sharing
  • Inbound Data Sharing
  • Secure Views
  • LAB / Practical
Materilized Views, Snowpipe
  • Materilized Views
  • Implenting Snowpipe against Azure Blob Storage
  • LAB / Practical
Project – Moving On-Premise Data into Snowflake
  • Overview, setup and installation (SQL Server, IR, ADF, Blob)
  • Configuration & Connections
  • Implementation
  • Certification guidance

 

To see the full course content Download now

Course Prerequisites

 
  • Working knowledge of SQL and understanding of Data Warehousing Concepts is needed

Who can attend

 
  • Data Analysts
  • Data Engineers
  • Data Scientists
  • Database Architects
  • Database Administrators

Number of Hours: 40hrs

Certification

SnowPro Advanced Data Engineer

Key features

  • One to One Training
  • Online Training
  • Fastrack & Normal Track
  • Resume Modification
  • Mock Interviews
  • Video Tutorials
  • Materials
  • Real Time Projects
  • Virtual Live Experience
  • Preparing for Certification

FAQs

DASVM Technologies offers 300+ IT training courses with 10+ years of Experienced Expert level Trainers.

  • One to One Training
  • Online Training
  • Fastrack & Normal Track
  • Resume Modification
  • Mock Interviews
  • Video Tutorials
  • Materials
  • Real Time Projects
  • Materials
  • Preparing for Certification

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