Fast Data Loading & Bulk Ingestion in Snowflake | Chapter-9 | Snowflake Hands-on Tutorial

This tutorial & chapter 9, "Fast Data Loading & Bulk Ingestion in Snowflake" helps data developers to understand the bulk data loading and data ingestion concept in snowflake. Snowflake allows different stages and different kinds of file formats to support different use cases to load data ingestion. Many projects and developers struggle to understand the stage and file format concept and that's what this video tutorial helps them with. This hands on visual guide covers following, most important features with live examples 1. User Stage 2. Table Stages 3. Internal Stages 4. Query Stages (Semi structured data) 5. File Format & Copy command 6. Copy Command options - pattern and file validation 7. Copy Command Performance - Compression & Warehouse Size So enjoy this video series and provide your valuable feedback. ➥ Site: https://resplendent-cassata-312ecd.netlify.app/ ➥ Snowflake End To End Guide Cheat Sheet - https://bit.ly/43t5IPB 🚀 🚀 Chapters 🚀 🚀 ----------------------------------------- ➥ 00:00 What so special about snowflake new objects ➥ 00:52 Welcome Note ➥ 01:33 Covered in this Chapter 09 ➥ 02:00 Course Tree Map ➥ 03:09 Why to subscribe this channel ➥ 04:05 Stage Concepts and type of stages ➥ 09:16 User Stage & list them ➥ 12:12 Table Stage & list them ➥ 13:40 List stage objects before copying ➥ 15:30 Loading Data from stage to table ➥ 24:58 Copy & Copy History ➥ 33:00 Role of file format in copy command ➥ 36:50 Query stage data without loading ➥ 40:03 Stage file validation during copy command ➥ 45:01 Role of warehouse size & compression during data loading 🚀 🚀 Snowflake Tutorials (Beginners) All Episodes 🚀🚀 --------------------------------------------------------------------------------------------------- ➥ Chapter 1-to-25 "Complete Playlist" 🌐 https://bit.ly/3iNTVGI ➥ Chapter-1 Snowflake Introduction & History 🌐 https://bit.ly/3xKHrna ➥ Chapter-2 Snowflake Free Trial Registration 🌐 https://bit.ly/3m6uiCL ➥ Chapter-3 Snowflake Architecture 🌐 https://bit.ly/3sk2fB2 ➥ Chapter-4 Snowflake Classic or Legacy WebUI 🌐 https://bit.ly/3stSyzS ➥ Chapter-5 Snowflake SnowSight Modern WebUI 🌐 https://youtu.be/T-l_LN_505Q ➥ Chapter-6 Snowflake Unique Features 🌐 https://youtu.be/-MZrCpoAUs0 ➥ Chapter-7 Snowflake DB/Schema/Table & Data Loading 🌐 https://youtu.be/Pi3z1NyBd-Y ➥ Chapter-8 Snowflake Must Know Database Objects 🌐 https://youtu.be/S5NwU2o2Exg ➥ Chapter-9 Snowflake Fast Data Loading/Ingestion 🌐 https://youtu.be/lI5OQPjuj-8 ➥ Chapter-10 Snowflake Continuous Data Loading 🌐 https://youtu.be/PNK49SJvXjE ➥ Chapter-11 Snowflake External Table 🌐 https://youtu.be/w9BQsOlJc5s ➥ Chapter-12 Snowflake Virtual Warehouse 🌐 https://youtu.be/NE07Jx6V4UA ➥ Chapter-13 Snowflake Micro Partition 🌐 https://youtu.be/UNBysn1M9Vg ➥ Chapter-14 Snowflake Time Travel 🌐 https://youtu.be/9k8ADXunhIk ➥ Chapter-15 Snowflake Clone Feature 🌐 https://youtu.be/cAyM-Nj9WOc ➥ Chapter-16 Snowflake Secure Data Sharing 🌐 https://youtu.be/2d6d-zZMXtA ➥ Chapter-17 Snowflake Streams & Change Data Capture 🌐 https://youtu.be/DXI0GDSwE_E ➥ Chapter-18 Snowflake Task & Task Tree 🌐 https://youtu.be/165hXZ_o4Vk ➥ Chapter-19 ETL (Data Pipeline) in Snowflake 🌐 https://youtu.be/9FejjGVZrPg ➥ Chapter-20 Role, Grants & Role Hierarchy in Snowflake 🌐 https://youtu.be/pZQXK7qO0iY ➥ Chapter-21 (Part-1) Stored Procedure in Snowflake 🌐 https://youtu.be/CsH2sB6gwlw ➥ Chapter-21 (Part-2) User Defined Function in Snowflake 🌐https://youtu.be/xnjCbgu0Qj4 ➥ Chapter-21 (Part-3) Snowflake Views (Standard, Secure & Materialized) 🌐 https://youtu.be/2soTybOZkXY ➥ Chapter-22 Snowflake Information Schema 🌐 https://youtu.be/kqZRXoFcKo0 ➥ Chapter-23 Snowflake Resource Monitor 🌐 https://youtu.be/2msEUDzp-uU ➥ Chapter-24 (Part-1) Snowflake JDBC Driver 🌐 https://youtu.be/tzbqj2y_cbw ➥ Chapter-24 (Part-2) Snowflake ODBC Driver 🌐 https://youtu.be/X4uXkGS0dUQ ➥ Chapter-24 (Part-3) Snowflake Python Connector 🌐 https://youtu.be/ZrhTYKuGFbo ➥ Chapter-25 (Part-1) Snowflake & PowerBI Reporting 🌐 coming-soon ➥ Chapter-25 (Part-2) Snowflake & Tableau Reporting 🌐 coming-soon 🚀 🚀 Snowflake Certification Complete Guide & Question Dump 🚀 🚀 ----------------------------------------------------------------------------------------------------------------- ➥ Revised Sep 2020 Syllabus: https://youtu.be/jhNoKeB0CVY ➥ SnowPro Guide: https://bit.ly/35S7Rcb ➥ SnowPro Practice Test (60 Questions): https://bit.ly/2Ubernv #snowflakecomputing #dataloading #dataingest #fastdataload #snowflaketutorial #snowflakeobjects #snowflakedatawrehouse #snowflake #dataengineeringsimplifed #DESimplified #toppertips #fastdataloading Disclaimer: All snowflake-related learning materials and tutorial videos published in this channel are the personal opinions of the data engineering simplified team and they're neither authorized by nor associated with Snowflake, Inc.