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Snowflake - Dynamic Table Masterclass & E2E Data Pipeline - OneDDL - 02-21-2024 Free Download Snowflake - Dynamic Table Masterclass & E2E Data Pipeline Published 2/2024 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 1.91 GB | Duration: 4h 33m Snowflake Dynamic Table Master Class To Build End To End Data Pipeline Declaratively Using Real Life Scenarios What you'll learn Understand The Challenges with Stream & Task And Future of Declarative Pipeline Understand the purpose of Snowflake Dynamic Tables and Its Lifecycle Master all the dynamic table fundamentals & advanced topics What are the difference between Dynamic Tables & Stream/Task Objects What are the limitations of Snowflake Dynamic Tables How to implement a data pipeline & DAG using Snowflake Dynamic Tables What are the difference between Dynamic Tables & Materialized Views Requirements Working knowledge with Snowflake Cloud Data Warehouse Fundamental understanding of Snowflake stream Objects. Fundamental understanding of Snowflake Task Objects. Fundamental understanding of SQL Queries Using Snowflake Description Embark on an exciting journey into the world of Snowflake Dynamic Tables with our comprehensive hands-on course designed for snowflake data developers. This course is your key to mastering the construction of declarative data pipelines, providing you with the skills to streamline development processes and minimise object requirements.Explore the intricacies of Dynamic Tables and unlock their intelligent capabilities in determining whether data loading should follow a full or incremental approach. Through engaging hands-on tutorials, we delve into every aspect of Dynamic Tables, shedding light on operational metrics that make it an indispensable native object within the Snowflake ecosystem.This course is your gateway to answering critical questions such as:What is Dynamic Table in Snowflake?How to construct a continuous data pipeline declaratively in Snowflake.Challenges faced in building end-to-end data pipelines using stream and task objects.How Dynamic Tables identify whether data loading should be incremental or full.Understanding lag metrics in Dynamic Tables.Building a Directed Acyclic Graph (DAG) using Dynamic Tables.Support for cloning, time travel, data sharing, and stream features in Dynamic Tables.Join us on this transformative learning experience, where you'll not only find answers but gain the expertise to unlock the full potential of dynamic table development. Get ready to elevate your Snowflake skills and create efficient data pipelines. Enrol now for an immersive learning adventure! #SnowflakeDynamicTables #DataPipelineMastery Overview Section 1: Snowflake Dynamic Table Introduction Lecture 1 Snowflake Dynamic Table Introduction & Declarative Pipeline Concept Lecture 2 Prerequisite For This Course Lecture 3 How To Access The SQL Scripts & Data Files Lecture 4 What To Expect From This Snowflake Dynamic Table Master Class Section 2:[Optional] Snowflake Widely Used Native Objections Lecture 5 Introduction - Common Used Snowflake Native Objects Lecture 6 What Is Snowflake Stage Object & How It Works Lecture 7 What Is Snowflake File Format Objects & Query External Stage Using It Lecture 8 What is Snowflake Sequence Object & How To Use Them Lecture 9 What is Snowflake Stream Object & How Does It Track Changes Lecture 10 What is Task and Task-Tree & How to Create a DAG Using Task Tree Lecture 11 Quickly Understand The Common Table Expression Lecture 12 Quickly Understand Window Function Section 3: End To End Data Pipeline Requirement In Snowflake Lecture 13 What Is End To End data flow Lecture 14 Different Orchestration Options Lecture 15 Challenges With Stream & Task As Orchestration Tool Section 4: Build Data Pipeline (DAG) Using Stream/Task Object Lecture 16 End To End Continuous Data Flow Objective Lecture 17 Understand The Data (Customer & Order) Set Lecture 18 Create Database & Schema Objects Lecture 19 Data Loading Objective & Data Statistics Lecture 20 Load Country Specific Customer/Order Data Set & Query Them Lecture 21 RAW Schema Objective Lecture 22 Continuous Data Ingestion To RAW Schema Layer & Task Tree Lecture 23 CLEAN Schema Objective Lecture 24 Continuous Data Ingestion To Clean Layer Lecture 25 CONSUMPTION Schema Objective Lecture 26 Continuous Data Ingestion To Consumption Layer Lecture 27 Activate Pipeline Objective Lecture 28 Resume Task & Monitor Continuous Customer/Order Data Flow Lecture 29 Additional Continuous Data Load Objective Lecture 30 Load Additional Customer/Data, Check Continuous E2E Flow & Monitor Progress Lecture 31 Task Progress Tracking & Challenges Lecture 32 Summary - Data Pipeline Using Stream/Task & Challenges Section 5: All About Snowflake Dynamic Table & How To Build Pipeline Declaratively Lecture 33 Introduction - What Is Covered In This Section Lecture 34 Understand The Sample Data Set Lecture 35 Load Data Set To Internal Stage Location Lecture 36 Auto Ingest Using Task & Copy Command Lecture 37 Create Our First Dynamic Table Lecture 38 Update/Delete Operation On Underlying Table & Impact on Dynamic Table Lecture 39 Dynamic Table On Stage Location & On Materialized View Lecture 40 Alter Dynamic Table Paramters Section 6: Dynamic Table On Multiple Tables Lecture 41 Understand The Sample Data Lecture 42 Ingest Data Using Task & Copy Command Lecture 43 Create Dynamic Table On Multiple Tables Lecture 44 Downstream Lag Section 7: End To End Data Flow Using Dynamic Table (Customer/Order Example) Lecture 45 Create Database & Schema For Dynamic Table E2E Flow Lecture 46 Load Data Into Stage Location & Auto Ingest Using Task/Copy Objects Lecture 47 Create Dynamic Tables For Clean Layer Lecture 48 Create Dynamic Table For Consumption Layer Lecture 49 Load Additional Data To Continuous Data Flow Lecture 50 Increment Load Vs. Full Load Scenario Section 8: Important Dynamic Table Features Lecture 51 Introduction - Important Dynamic Table Features Lecture 52 Dynamic Table Activity & Summary Dashboard (Snowsight WebUI) Lecture 53 Dynamic Table Cost Calculation Lecture 54 Dynamic Table & Cloning Support Lecture 55 Dynamic Table & Time Travel Support Lecture 56 Dynamic Table & Support For Stream Objects For Change Data Capture Lecture 57 Dynamic Tables & Sharing Capabilities Lecture 58 Dynamic Table & Table Functions For Run History Section 9: Quick Dynamic Table Summary Lecture 59 Dynamic Table & Course Summary Snowflake Cloud Data Developer,Snowflake Cloud Data Engineer,Snowflake Cloud Data Architect,Snowflake Data Engineer Homepage Recommend Download Link Hight Speed | Please Say Thanks Keep Topic Live No Password - Links are Interchangeable |