Master And Unlock The Power Of Snowflake, Unleashed Series.

Master Snowflake with our video course and become the data guru every company needs.

What you'll learn

Dive into Snowflake's unique multi-cluster architecture, ensuring both high availability and fault tolerance for your critical data tasks

Master real-time analytics capabilities, transforming raw data into actionable insights with unparalleled speed.

Delve deep into Snowflake's unique multi-cluster approach, ensuring robustness, high availability, and fault tolerance.

Real Life case studies using javascript and Langauge SQL with snowflake - How to architect effective design.

Requirements

Prior knowledge of SQL and basic database concepts is recommended for the Snowflake Database course.

Description

"Unlock the power of the future's leading data platform with our comprehensive Snowflake Database video course!""Dive deep into hands-on tutorials, real-world use-cases, and expert-led sessions, crafted meticulously for both beginners and seasoned data professionals.""Discover how top companies are leveraging Snowflake's unique architecture for unparalleled performance, flexibility, and ease of use.""Invest in mastering Snowflake today and position yourself at the forefront of the data revolution!""Don’t miss out on this exclusive opportunity to up skill, elevate your career, and harness the full potential of Snowflake Database!""Unlock unprecedented scalability with Snowflake's cloud-native architecture, ensuring your data processes evolve seamlessly with your business.""Experience the true power of real-time analytics, enabling faster, data-driven decisions across your organization.""Dive into Snowflake's unique multi-cluster architecture, ensuring both high availability and fault tolerance for your critical data tasks.""Benefit from advanced security features, keeping your data encrypted, compliant, and in trusted hands.""Master the simplicity of Snowflake's SQL-based approach, blending familiar querying with modern cloud capabilities for unmatched performance.""Unlock unprecedented scalability with Snowflake's cloud-native architecture, ensuring your data processes evolve seamlessly with your business.""Experience the true power of real-time analytics, enabling faster, data-driven decisions across your organization.""Dive into Snowflake's unique multi-cluster architecture, ensuring both high availability and fault tolerance for your critical data tasks.""Benefit from advanced security features, keeping your data encrypted, compliant, and in trusted hands.""Master the simplicity of Snowflake's SQL-based approach, blending familiar querying with modern cloud capabilities for unmatched performance."

Overview

Section 1: Snowflake Concepts And Theory

Lecture 1 SnowFlake Architecture Basics 1

Lecture 2 SnowFlake Architecture Basics 2

Lecture 3 SnowFlake Install Types and Features

Lecture 4 SnowFlake Clustering Concepts and Detail Testing

Lecture 5 Snowflake Modelling Dynamic SnowFlake Architecture

Lecture 6 Snowflake Modelling Exclusive and Shares Virtual Warehouses

Lecture 7 SnowFlake Landing Warehouse Static Dynamic Async Polling Model

Lecture 8 Snowflake Landing Warehouse With One to Many Model

Lecture 9 How to use Smart Virtual Warehouse Design

Lecture 10 SnowFlake_natural_vs_custom_clustering_and_clustering_analysis

Section 2: SnowFlake Team Meeting And Design and Automation Discussions

Lecture 11 SnowFlake API Design Flow Discussion

Lecture 12 SnowFlake Automatic DDL and Object Migration and Creation API Discussions

Lecture 13 SnowFlake Talks Review of Real Project Code - See Whats coming

Section 3: SnowFlake Product Features talks with project stakeholders

Lecture 14 Talking With Managers

Lecture 15 Talking With Project Managers and Team Mates Knowledge Check

Lecture 16 Answering Team Mates Questions

Lecture 17 Explaing Micropartitions and File Sizes Magic To Team Mates For Design

Section 4: SnowFlake AWS Integration and S3 communications

Lecture 18 Getting Started Integrations and Stages

Lecture 19 Creating Storage Integrations

Lecture 20 SnowFlake Stages

Lecture 21 Control File Sizes Writen to S3

Lecture 22 Counting Rows Per File in SnowFlake

Lecture 23 Metafile_Pattern_Clause

Lecture 24 Applying Metafile

Lecture 25 Effective Prefix Layout

Lecture 26 Inter and External Stages Encryption

Lecture 27 SnowFlake write to s3 copy table sql resultcache

Lecture 28 Copy Q A

Section 5: SnowFlake Basic Objects

Lecture 29 Virtual Warehouses, Create, Delete, Resource Monitor, Use

Lecture 30 Virtual Warehouse Metering, Credit Usage, Load Metric Functions and Views, Quiz

Lecture 31 VirtualWarehouse Usage Cases

Lecture 32 SnowFlake Permanent table

Lecture 33 SnowFlake Temporary and Transient Tables

Lecture 34 Time Travel Restore Tables Schema Database and SQL History

Lecture 35 Undropping Multiple Tables Rolling Back in TimeTravel

Lecture 36 SF Join Types

Lecture 37 SnowFlake Complex Select, Inserts, CTE and Joins

Lecture 38 Complex Insert JSON - Insert Using Memory Tables - Dynamic JOIN col

Lecture 39 SF UD Delete, Soft Delete, Merge based Delete, Dynamic Delete

Lecture 40 Merge, CTE Merge, Soft Delete Merge

Lecture 41 Snowflake Views

Lecture 42 Snowflake Date Functions

Lecture 43 Materialized VIew

Lecture 44 Several Shapes of JSON Payload, Flatten, Array Of Objects and More

Lecture 45 Univpot JSON objects

Lecture 46 Clone Basic Theory

Lecture 47 Clone Commands and Deeper Insights

Lecture 48 Swap Command, Table Data Type Changes, Reordering and Flipping

Lecture 49 Streams Tasks Replication Secure View and Q A

Section 6: SnowFlake Security

Lecture 50 SnowFlake Security Design

Lecture 51 User Role Warehouse

Lecture 52 Default and Custom Roles

Lecture 53 Grants To Roles

Lecture 54 Read Only and Future Grants

Lecture 55 How To Change Role Rulership

Lecture 56 Dynamic Role Management And Auto Allocation - Code Generation

Section 7: SnowFlake Basic SQL Operations

Lecture 57 sf_using_identity_columns

Lecture 58 sf_default_values_primarykey_setup_test

Lecture 59 merge_based_seeding_data

Lecture 60 fastest_delete_duplicates

Lecture 61 hybrid_tables_pk_and_performance

Lecture 62 understanding_inputs_flattening_view_for_merge_deeper

Lecture 63 Function SPLIT, Coalesce, Lateral, Flatten

Lecture 64 Function concat, array_cat, array_agg, array_contains

Lecture 65 Select and CASE Statement

Lecture 66 ListAgg, ListAgg WithIn Group

Section 8: AutoGenerating and Auto Testing Smart Code for Data Generation and UnitTest

Lecture 67 Baseline Data Generation For Scaling

Lecture 68 Scale Baseline Data For Batch Inserts

Lecture 69 Json Payload For procedure Generator

Lecture 70 MultiRow JSON payload Generator

Section 9: JAVASCRIPT Stored Procedures

Lecture 71 SF_JavaScript_Stored_Procs_Input_Variables_Uppercase

Lecture 72 SF_JavaScript_Bind_With_JS_FOR_Loop_Variable

Lecture 73 sf_javascript_generating_data_do_while_loops

Lecture 74 SF_Javascript_Multi_Dimensional_Array_Travel

Lecture 75 SF_Javascript_Multiple_WaterFall_Bind_Variables

Lecture 76 Javascript_SF_JSON_Variant_Stringify

Lecture 77 SF_Javascript_Complex_List_Dic_List_variables

Lecture 78 Javascript_Using_Local_Variable_Single_Quote_Double_Quote_Dynamic_Command_ST

Lecture 79 SF_XML_Parsing

Section 10: SnowFlake SQL Language Coding

Lecture 80 SQL_Show_Command_Feed_Into_Select

Lecture 81 sf_sql_language_complex_variant_two_loops

Lecture 82 sf_sql_language_loops_json_case_object_construction

Lecture 83 sf_language_sql_global_logging_error_handling_design

Lecture 84 SQL Proc Array Processing

Lecture 85 Dynamic_Table_schema_names_using_IDENTIFIER

Lecture 86 ARRAY_CONTAINS_SPLIT_Boolean_Generation_From_String_LIST

Section 11: SnowFlake Python API Calls, SnowFlake Driver

Lecture 87 sf_python_call_construction_using_json_description

Lecture 88 python_how_to_from_apps_do_sf_sync_async_pandas_dataframe_tuple_whereclause

Lecture 89 python__sf_client_json_pandas_to_snowflake_table

Lecture 90 SF_Python_Passing_Dictionary_to_Procs_From_Client_Apps

Section 12: SnowFlake Advance AWS Integrations

Lecture 91 snowpipe

Lecture 92 sf_lambda_serverless_pull_from_snowflake

Lecture 93 sf_api_integration

Lecture 94 sf_eventbridge_sqs_basics_demo

Lecture 95 External Functions Q A

Section 13: OLAP Functions

Lecture 96 Basic Olap Functions RANK, ROW, Rolling Stats

Section 14: snowPark Basics

Lecture 97 Python Worksheets and DataFrame

Lecture 98 Create DataFrame From Stage, Table, Read, SQL methods, Filters and Select Column

Lecture 99 Joining Data Frames, Suffx, Self Join, Alias

Lecture 100 Chaining, Creat Table, View using Data Frames

Section 15: SnowFlake Tuning

Lecture 101 Overall Object Counts

Lecture 102 Top Tables Per Database

Lecture 103 SF Overall System DB Sizes, Total DML Counts per DB Stats

Lecture 104 Elaspsed Time Globally Across All DBs

Lecture 105 Elapsed Time Top 10 DML Based

Lecture 106 SF UD Bad SQLS Last XXX Sample Time

Lecture 107 Total Elapsed Time For All Databases per DML

Lecture 108 Check Logins, Roles, Failures, Wrong Roles, and More Auditing

Lecture 109 Parent Child Cursor Procedures CALL Tracking

Section 16: Looker and SnowFlake Integration

Lecture 110 Looker Setup 1

Lecture 111 Looker Setup 2

Lecture 112 Looker Setup 3

All Levels