Snowflake E-Learning Training

Bestel deze geweldige, bekroonde Snowflake E-Learning Training cursus online, 1 jaar 24/7 toegang tot uitgebreide interactieve video's, toespraken, praktische taken en voortgangsbewaking. Na de cursus ontvang je een certificaat van deelname.

Cursusinhoud

• Getting Started with Snowflake
• Data Loading and Unloading in Snowflake
• Advanced Analytics in Snowflake
• Optimizing Query Performance in Snowflake
• Managing and Administering Snowflake
• Secure Data Sharing in Snowflake
• Working with Continuous Data in Snowflake
• Working with Semi-structured Data in Snowflake

Getting Started with Snowflake

Getting Started with Snowflake: Using the Snowflake Data Platform

Course: 1 Hour, 58 Minutes

• Course Overview
• The Snowflake Data Platform
• The Snowflake Architecture
• Snowflake Editions
• Snowflake’s Billing Model
• Setting up a Snowflake Free Trial
• Snowflake Warehouses
• Objects in Snowflake
• the Snowflake UI
• Using Snowflake Objects
• Running Basic Queries
• Creating a Simple Warehouse
• Creating Databases and Tables from the UI
• Reading Data into Snowflake
• Moving Tables across Schemas
• Course Summary

Getting Started with Snowflake: Queries, Dashboards, & Tables

Course: 1 Hour, 26 Minutes

• Course Overview
• Using Snowsight
• Creating Objects from Snowsight
• Viewing the Output of Snowsight Queries
• Running Various Queries
• Using daterange and datebucket
• Adding Visualizations to Dashboards
• Partitioning and Clustering
• Types of Tables in Snowflake
• Using Permanent and Temporary Tables
• Utilizing Temporary Tables
• Using Transient Tables
• Course Summary

Getting Started with Snowflake: Using Time Travel & the SnowSQL CLI

Course: 1 Hour, 26 Minutes

• Course Overview
• The Phases of Snowflake Data Storage
• Configuring a Table for Time Travel
• Using Query IDs and Time Offsets for Time Travel
• Cloning Historical Copies of Data Using Timestamps
• Restoring Dropped Tables
• Installing SnowSQL on Mac
• Installing SnowSQL on Windows
• Executing Queries from SnowSQL
• Running Queries in Source Files
• Defining and Using Variables
• Writing Out Query Results to Files
• Course Summary

Data Loading and Unloading in Snowflake

Data Loading in Snowflake: Fundamentals of Stages

Course: 2 Hours, 9 Minutes

• Course Overview
• Stages in Snowflake
• Data Loading in Snowflake
• Bulk Loading and Snowflake Stages
• Creating a Warehouse for Loading Data into Snowflake
• Loading Erroneous Data into Snowflake
• Loading Data into Snowflake
• Downloading Query Results from Snowflake
• Recognizing Limitations of the Classic Snowflake UI
• Loading Data into the User Stage of Snowflake
• Loading Data from Stages in Snowflake to a Table
• Using Named Stages in Snowflake
• Using Table Stages in Snowflake
• Using Error Modes for Table Stages in Snowflake
• Creating Named Stages in Snowflake
• Copying Data with Named Stages in Snowflake
• Course Summary

Data Loading in Snowflake: Using External Stages

Course: 1 Hour, 33 Minutes

• Course Overview
• Bulk Loading in Snowflake from Cloud Platforms
• Bulk Loading in Snowflake from Google Cloud Storage
• Creating a Google Cloud Storage (GCS) Bucket
• Setting up a GCP Integration
• Connecting to GCS from Snowflake
• Bulk Loading in Snowflake from Microsoft Azure
• Configuring an Azure Storage Account
• Integrating Blob Storage with Snowflake
• Bulk Loading in Snowflake from Amazon S3
• Setting up Amazon S3
• Integrating with Amazon S3 from Snowflake
• Connecting Snowflake to Amazon S3 Using Access Keys
• Using External Tables in Snowflake
• Course Summary

Data Loading in Snowflake: Unloading Data

Course: 1 Hour, 14 Minutes

• Course Overview
• Data Unloading in Snowflake
• Unloading Data in Snowflake to User Stages
• Unloading Data in Snowflake Using Table Stages
• Unloading Data in Snowflake to Named Stages
• Unloading Data in Snowflake to the GCP
• Unloading Data in Snowflake to Azure
• Unloading Data in Snowflake to Amazon S
• Querying Files in Snowflake Stages
• Querying Table and Named Stages in Snowflake
• Querying External Stages in Snowflake
• Course Summary

Advanced Analytics in Snowflake

Advanced Analytics: Performing Analytics Using Snowflake

Course: 1 Hour, 50 Minutes

• Course Overview
• Big Data Analytics in Snowflake
• Performing Join Operations in Snowflake
• Executing Additional Joins in Snowflake
• Using Subqueries
• Snowflake Sampling
• Performing Row and Block Sampling in Snowflake
• Using CTEs within Queries
• Employing Self-joins and Recursive CTEs
• Using the CONNECT BY Clause
• Snowflake Windowing
• Utilizing Rank-related Functions
• Using Ranking and Windowing Functions
• Performing Windowing Operations
• Utilizing Sliding Windows
• Course Summary

Optimizing Query Performance in Snowflake

Queries in Snowflake: Getting Started with Performance Optimizations

Course: 1 Hour, 52 Minutes

• Course Overview
• Micro-partitions in Snowflake
• Snowflake Caching
• Loading Data into Tables
• Using Caching in Snowflake
• Disabling Caching
• Querying Data Using the Local Disk Cache
• How Clustering Works in Snowflake
• Overlap Depth of Micro-partitions
• Snowflake Clustering Concepts
• Choosing Clustering Keys
• Using Clustering
• Running Queries on Clustered Data
• Suspending Clustering
• Clustering with Multiple Key Columns
• Course Summary

Queries in Snowflake: Search Optimization, External Table Partitions, & Views

Course: 1 Hour, 32 Minutes

• Course Overview
• Search Optimization in Snowflake
• Enabling Search Optimization
• Using Search Optimization
• Comparing Search Optimization and Clustering
• Partitioning of Snowflake External Tables
• Creating an External Stage and Table
• Partitioning External Tables
• Performing Manual Partitioning on External Tables
• Views in Snowflake
• Creating Views
• Querying Views
• Querying Materialized Views
• Creating and Using Secure Views
• Course Summary

Managing and Administering Snowflake

Managing Snowflake: Administering a Snowflake Account

Course: 1 Hour, 28 Minutes

• Course Overview
• Snowflake Parameters
• Viewing Accounts and Users in an Organization
• Creating Snowflake Accounts
• Configuring Parameters in Snowflake
• Using User-level Parameters in Snowflake
• Using Object-level Parameters in Snowflake
• Snowflake Security Configuration
• Using Resource Monitors in Snowflake
• Setting up Single Sign-on (SSO) Using Okta
• Using SSO in Snowflake
• Using Key Pair Authentication with Snowflake
• Masking Data in Columns
• Course Summary

Secure Data Sharing in Snowflake

Data Sharing in Snowflake: Implementing Secure Data Sharing

Course: 1 Hour, 48 Minutes

• Course Overview
• Data Sharing in Snowflake
• Secure Sharing Constraints
• Creating Objects for Secure Sharing
• Setting Up a Secure Share
• Accessing Shared Data as a Consumer
• Creating and Sharing Data with Reader Accounts
• Using Snowflake Marketplace
• Viewing Permission Grants on Shareable Objects
• Defining a Secure Share Using Queries
• Creating a Destination Account for Replication
• Setting Up Cross-region Data Replication
• Migrating Objects to a Replica
• Course Summary

Working with Continuous Data in Snowflake

Continuous Data: Ingesting Continuous Data in Snowflake

Course: 48 Minutes

• Course Overview
• Processing Data in Micro-batches
• Continuous Data Ingestion with Snowpipes
• Setting Up a Table and Stage for Data Ingestion
• Creating a Snowflake Pipe
• Ingesting Data with a Snowpipe
• Course Summary

Continuous Data: Automating Data Ingestion from Cloud Storage into Snowflake

Course: 1 Hour, 27 Minutes

• Course Overview
• Configuring an Azure Storage Account
• Setting Up an S3 Integration in Snowflake
• Creating an Azure Notification Integration
• Integrating Snowflake with Azure
• Streaming Data from Azure
• Creating an AWS IAM Role
• Configuring an SNS Topic
• Integrating AWS with Snowflake
• Testing the Integration with AWS
• Course Summary

Working with Semi-structured Data in Snowflake

Semi-structured Data: Loading and Querying JSON & XML Data in Snowflake

Course: 1 Hour, 20 Minutes

• Course Overview
• Structured, Unstructured, and Semi-structured Data
• Setting Up a Table and Stage for JSON Data
• Accessing Unstructured JSON Data from Snowflake
• Loading Arrays into Snowflake Tables
• Extracting Column Values to a Relational Table
• Performing Load Operations for JSON Data
• Stripping Away Outer Arrays from JSON
• Querying JSON Data and Flattening Nested Data
• Querying XML Data and Flattening Hierarchical Data
• Course Summary