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[ DevCourseWeb com ] Udemy - Snowflake - Dynamic Table Masterclass and E2E Data Pipeline
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1 - Snowflake Dynamic Table Introduction
1 - Snowflake Dynamic Table Introduction Declarative Pipeline Concept.mp4
2 - Prerequisite For This Course.mp4
3 - How To Access The SQL Scripts Data Files.mp4
4 - What To Expect From This Snowflake Dynamic Table Master Class.mp4
2 - Optional Snowflake Widely Used Native Objections
10 - 05-create-task-objects.sql
10 - What is Task and TaskTree How to Create a DAG Using Task Tree.mp4
11 - 06-Common-Table-Expression.sql
11 - Quickly Understand The Common Table Expression.mp4
12 - 07-Window-Function.sql
12 - Quickly Understand Window Function.mp4
5 - Introduction Common Used Snowflake Native Objects.mp4
6 - 01-create-stage-objecs.sql
6 - What Is Snowflake Stage Object How It Works.mp4
7 - 02-create-file-format-objects.sql
7 - What Is Snowflake File Format Objects Query External Stage Using It.mp4
8 - 03-create-sequence-objects.sql
8 - What is Snowflake Sequence Object How To Use Them.mp4
9 - 04-create-stream-objects.sql
9 - What is Snowflake Stream Object How Does It Track Changes.mp4
3 - End To End Data Pipeline Requirement In Snowflake
13 - End-To-End-Data-Flow.png
13 - What Is End To End data flow.mp4
14 - Different Orchestration Options.mp4
15 - Challenges With Stream Task As Orchestration Tool.mp4
__MACOSX
_section-01-no-sqls
_section-02-key-snowflake-objects
_section-03-no-sqls
_section-04-stream-task-sqls
_section-05-dynamic-table-emp
_section-06-emp-leave-downstream
_section-07-e2e-flow-with-dt
_section-08-Dynamic-Table-Feature
section-02-key-snowflake-objects
_01-create-stage-objecs.sql
_02-create-file-format-objects.sql
_03-create-sequence-objects.sql
_04-create-stream-objects.sql
_05-create-task-objects.sql
_06-Common-Table-Expression.sql
_07-Window-Function.sql
section-04-stream-task-sqls
_customer-order-csv-files
customer-order-csv-files
_.DS_Store
bulk
India
_customer-india-100-rows.csv
_order-india-966-rows.csv
_.DS_Store
canada
_customer-canada-100-rows.csv
_order-canada-1126-rows.csv
germany
_.DS_Store
_customer-germany-100-rows.csv
_order-germany-932-rows.csv
japan
_customer-Japan-100-rows.csv
_order-japan-1000-rows.csv
delta
India-delta
_customer-india-10-rows.csv
_order-india-66-rows.csv
_.DS_Store
germany-delta
_customer-germany-10-rows.csv
_order-germany-110-rows.csv
section-05-dynamic-table-emp
_.DS_Store
_01-create-db.sql
_02-raw-layer.sql
_03-clean-layer.sql
_04-delete-update-operation.sql
_05-views.sql
_employee-csv-data
section-06-emp-leave-downstream
_01-multiple-source-raw.sql
_02-clean-layer.sql
_03-downstream-layer.sql
_emp-leave-data
section-07-e2e-flow-with-dt
_01-e2e-database-schema.sql
_02-raw-layer-data-ingest.sql
_03-clean-layer-data-ingest.sql
_04-consumption-layer.sql
_05-consumption-layer-without-seq.sql
_07-task-cross-schema.sql
section-08-Dynamic-Table-Feature
_01-clone.sql
_02-stream.sql
_03-time-travel.sql
_04-cost.sql
_05-table-function-history.sql
_06-table-function-graph.sql
section-02-key-snowflake-objects
01-create-stage-objecs.sql
02-create-file-format-objects.sql
03-create-sequence-objects.sql
04-create-stream-objects.sql
05-create-task-objects.sql
06-Common-Table-Expression.sql
07-Window-Function.sql
section-04-stream-task-sqls
01-create-db-stream-task.sql
02-query-stg-stream-task.sql
03-raw-layer-stream-task.sql
04-clean-layer-stream-task.sql
05-consumption-layer-stream-task.sql
06-resume-stream-task.sql
07-data-validation-stream-task.sql
08-usage-queries-stream-task.sql
customer-order-csv-files
DS_Store
bulk
DS_Store
India
customer-india-100-rows.csv
order-india-966-rows.csv
canada
customer-canada-100-rows.csv
order-canada-1126-rows.csv
germany
DS_Store
customer-germany-100-rows.csv
order-germany-932-rows.csv
japan
customer-Japan-100-rows.csv
order-japan-1000-rows.csv
delta
DS_Store
India-delta
customer-india-10-rows.csv
order-india-66-rows.csv
germany-delta
customer-germany-10-rows.csv
order-germany-110-rows.csv
section-05-dynamic-table-emp
01-create-db.sql
02-raw-layer.sql
03-clean-layer.sql
04-delete-update-operation.sql
05-views.sql
DS_Store
employee-csv-data
employee_records_1.csv
employee_records_2.csv
employee_records_3.csv
employee_records_4.csv
employee_records_5.csv
section-06-emp-leave-downstream
01-multiple-source-raw.sql
02-clean-layer.sql
03-downstream-layer.sql
emp-leave-data
employee_records_1.csv
employee_records_10.csv
employee_records_2.csv
employee_records_3.csv
employee_records_4.csv
employee_records_5.csv
employee_records_6.csv
employee_records_7.csv
employee_records_8.csv
employee_records_9.csv
leave_records_1.csv
leave_records_10.csv
leave_records_2.csv
leave_records_3.csv
leave_records_4.csv
leave_records_5.csv
leave_records_6.csv
leave_records_7.csv
leave_records_8.csv
leave_records_9.csv
section-07-e2e-flow-with-dt
01-e2e-database-schema.sql
02-raw-layer-data-ingest.sql
03-clean-layer-data-ingest.sql
04-consumption-layer.sql
05-consumption-layer-without-seq.sql
07-task-cross-schema.sql
section-08-Dynamic-Table-Feature
01-clone.sql
02-stream.sql
03-time-travel.sql
04-cost.sql
05-table-function-history.sql
06-table-function-graph.sql
4 - Build Data Pipeline DAG Using StreamTask Object
16 - End To End Continuous Data Flow Objective.mp4
16 - end-to-end-data-flow-objects.png
17 - Understand The Data Customer Order Set.mp4
17 - customer-germany-10-rows.csv
17 - order-germany-110-rows.csv
18 - 01-create-db-stream-task.sql
18 - Create Database Schema Objects.mp4
19 - Data Loading Objective Data Statistics.mp4
20 - 02-query-stg-stream-task.sql
20 - Load Country Specific CustomerOrder Data Set Query Them.mp4
20 - customer-germany-10-rows.csv
20 - order-germany-110-rows.csv
21 - RAW Schema Objective.mp4
21 - Task-RAW-Layer-Objective.png
22 - 03-raw-layer-stream-task.sql
22 - Continuous Data Ingestion To RAW Schema Layer Task Tree.mp4
23 - CLEAN Schema Objective.mp4
23 - CLEAN-Layer-Objective-Stream-Task.png
24 - 04-clean-layer-stream-task.sql
24 - Continuous Data Ingestion To Clean Layer.mp4
25 - CONSUMPTION Schema Objective.mp4
25 - Consumption-Layer-Objective.png
26 - 04-clean-layer-stream-task.sql
26 - Continuous Data Ingestion To Consumption Layer.mp4
27 - Activate Pipeline Objective.mp4
28 - 06-resume-stream-task.sql
28 - 07-data-validation-stream-task.sql
28 - Resume Task Monitor Continuous CustomerOrder Data Flow.mp4
29 - Additional Continuous Data Load Objective.mp4
29 - Load-More-Bulk-Delta-Data-Objective.png
30 - Load Additional CustomerData Check Continuous E2E Flow Monitor Progress.mp4
30 - customer-canada-100-rows.csv
30 - customer-india-100-rows.csv
30 - order-canada-1126-rows.csv
30 - order-india-966-rows.csv
31 - 08-usage-queries-stream-task.sql
31 - Task Progress Tracking Challenges.mp4
32 - Summary Data Pipeline Using StreamTask Challenges.mp4
32 - end-to-end-data-flow-objects.png
5 - All About Snowflake Dynamic Table How To Build Pipeline Declaratively
33 - Introduction What Is Covered In This Section.mp4
34 - Understand The Sample Data Set.mp4
34 - employee-records-1.csv
35 - 01-create-db.sql
35 - Load Data Set To Internal Stage Location.mp4
35 - employee-records-1.csv
36 - 02-raw-layer.sql
36 - Auto Ingest Using Task Copy Command.mp4
37 - 03-clean-layer.sql
37 - Create Our First Dynamic Table.mp4
38 - 04-delete-update-operation.sql
38 - UpdateDelete Operation On Underlying Table Impact on Dynamic Table.mp4
39 - 05-views.sql
39 - Dynamic Table On Stage Location On Materialized View.mp4
40 - Alter Dynamic Table Paramters.mp4
6 - Dynamic Table On Multiple Tables
41 - Understand The Sample Data.mp4
41 - employee-records-1.csv
41 - leave-records-1.csv
42 - 01-multiple-source-raw.sql
42 - Ingest Data Using Task Copy Command.mp4
42 - employee-records-1.csv
42 - leave-records-1.csv
43 - 02-clean-layer.sql
43 - Create Dynamic Table On Multiple Tables.mp4
43 - employee-records-2.csv
43 - employee-records-3.csv
43 - employee-records-4.csv
43 - employee-records-5.csv
43 - leave-records-2.csv
43 - leave-records-3.csv
43 - leave-records-4.csv
43 - leave-records-5.csv
44 - 03-downstream-layer.sql
44 - Downstream Lag.mp4
7 - End To End Data Flow Using Dynamic Table CustomerOrder Example
45 - Create Database Schema For Dynamic Table E2E Flow.mp4
46 - Load Data Into Stage Location Auto Ingest Using TaskCopy Objects.mp4
47 - Create Dynamic Tables For Clean Layer.mp4
48 - Create Dynamic Table For Consumption Layer.mp4
48 - customer-germany-10-rows.csv
48 - order-germany-110-rows.csv
49 - Load Additional Data To Continuous Data Flow.mp4
49 - customer-Japan-100-rows.csv
49 - customer-india-10-rows.csv
49 - order-india-66-rows.csv
49 - order-japan-1000-rows.csv
50 - 05-consumption-layer-without-seq.sql
50 - Increment Load Vs Full Load Scenario.mp4
8 - Important Dynamic Table Features
51 - Introduction Important Dynamic Table Features.mp4
52 - Dynamic Table Activity Summary Dashboard Snowsight WebUI.mp4
53 - Dynamic Table Cost Calculation.mp4
53 - cost.sql
54 - 01-clone.sql
54 - Dynamic Table Cloning Support.mp4
55 - 03-time-travel.sql
55 - Dynamic Table Time Travel Support.mp4
56 - 02-stream.sql
56 - Dynamic Table Support For Stream Objects For Change Data Capture.mp4
57 - Dynamic Tables Sharing Capabilities.mp4
58 - 01-history.sql
58 - 02-graph.sql
58 - Dynamic Table Table Functions For Run History.mp4
9 - Quick Dynamic Table Summary
59 - Dynamic Table Course Summary.mp4
Bonus Resources.txt
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