Snowflake Database - Tips, Techniques And Cool Stuff

This course is packed with tips, techniques and just cool stuff that demonstrates why Snowflake is so popular

[b]What you'll learn[/b]

Web UI tips and techniques

Working with query and results history

Dozens of SQL tips and techniques

Many cool features and functions of Snowflake

Techniques for analyzing data

Tips for monitoring warehouse usage

[b]Requirements[/b]

Some basic Snowflake experience would be helpful.

This would be considered an advanced beginner to intermediate level course for Snowflake users

[b]Description[/b]

Snowflake was founded in 2012 and released in late 2014. The company was founded by Benoit Dageville, Thierry Cruanes and Marcin Żukowski, who, between them, have over 120 patents. Dageville (PhD) spent 16 years at Oracle as an architect. Cruanes spent 13 years at Oracle focused on the optimization and parallelization layers in Oracle databases including as lead for the optimization group. Zukowski invented vectorized query execution for databases. His innovation emerged from his PhD research into optimizing database query execution for modern processors. These three legends have created a company that has currently has 250 petabytes under management, 1,300 partners, over 4,000 customers and $265M in revenue in 2020. Since its release it has acquired close to 20% of the data warehouse market. It's no wonder. Snowflake is built from the ground up to be unique and purely cloud-based. In this course we show you dozens of tips, tricks and demonstrations of cool things Snowflake can do. We cover numerous SQL tips and tricks. We cover cool features such as resource monitors, the amazing Web UI, generators, using Snowflake as a data lake (which you could, and should, be doing), analytical functions in Snowflake, monitors warehouse usage and so much more.

Overview

Section 1: Introduction

Lecture 1 Introduction

Section 2: Snowflake User Interface (Web UI) Techniques

Lecture 2 A Quick Tour of the Web UI

Lecture 3 Finding Objects in Your Account and/or Database

Lecture 4 Getting Object information

Lecture 5 Executing SQL Statements

Lecture 6 Search and Replace

Lecture 7 Commenting Your Code

Lecture 8 Copying and Moving Code

Lecture 9 Query and Results History - Part 1

Lecture 10 Query and Results History - Part 2

Section 3: SQL Tips and Techniques

Lecture 11 Information_Schema

Lecture 12 Databases and Schemas

Lecture 13 Tables

Lecture 14 Table Constraints

Lecture 15 Columns

Lecture 16 Views

Lecture 17 Data Types

Lecture 18 User-defined Functions

Lecture 19 Users and the Result_Scan Function

Lecture 20 Users Never Logged In

Lecture 21 Query History

Lecture 22 Virtual Warehouses (Compute)

Lecture 23 Dates

Lecture 24 Converting Time zones

Section 4: Cool Features and Functions in Snowflake

Lecture 25 10 Features That Make Snowflake Cool - Plus a Bonus 11th.

Lecture 26 Generators

Lecture 27 Using Snowflake as a Data Lake

Lecture 28 Data Masking

Lecture 29 Creating a Table from a Clone and Time Travel

Lecture 30 Resource Monitors

Lecture 31 Dropping and Un-dropping Objects

Section 5: Windowing Functions and Analytical Techniques

Lecture 32 Overview

Lecture 33 Rank

Lecture 34 Lead and Lag

Lecture 35 First and Last

Lecture 36 Ratio_To_Report

Lecture 37 Moving Averages

Lecture 38 Techniques for Percentiles

Lecture 39 Grouping Sets

Section 6: Miscellaneous

Lecture 40 Terminology Tips

Lecture 41 Parameters - A Technique for Controlling the Environment

Lecture 42 ListAgg

Lecture 43 The Qualify Function

Lecture 44 The ILIKE Function

Lecture 45 The HASH_AGG Function and Comparing Two Objects

Lecture 46 Killing a Session (Connection)

Lecture 47 Monitoring Warehouse Usage

Lecture 48 Date Extraction Confusion

Lecture 49 Convert a Permanent Table to Transient

Lecture 50 Generate a DDL Statement for an Object

Lecture 51 20 Performance and Money-Saving Tips

Section 7: Test Your Knowledge

Lecture 52 Test Your Knowledge

Anyone who is in the role of Snowflake data engineer, data warehouse developer or data architect

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