Fundamentals of Data Engineering Masterclass (From SCRATCH!)

Fundamentals of Data Engineering Masterclass | Data Engineering Full Course | Data Engineering Bootcamp What You’ll Learn in in the next 3 Hours? You'll learn everything you need to know about data engineering from scratch. Whether you're a complete beginner or looking to enhance your skills, this Data Engineering Masterclass covers all the essential concepts such as: - Introduction to Data Engineering - Key Concepts: ETL, Data Warehousing, and Data Pipelines - Tools and Technologies: Apache Spark, Databricks, Azure Data Engineering, SQL etc. - Best Practices for Data Management - Real-world Projects and Case Studies Azure End-To-End Data Engineering Project - https://youtu.be/0GTZ-12hYtU?si=R8-F9i1cFynhyaHF PySpark Full Course (Databricks) - https://youtu.be/94w6hPk7nkM?si=D02Jj-HzmN4tl4DR Timestamps: 0:00 Introduction 4:11 What is Data Engineering? 10:07 Data Engineering Lifecycle 14:30 Data Generation 20:53 Data Transformation 24:40 Data Serving 29:09 Data Upstream and Data Downstream 35:23 OLTP vs OLAP Database 51:22 ETL (Extract Transform Load) 55:22 Data Warehouse and Layers 1:01:54 Incremental Loading 1:06:33 Dimensional Data Modeling 1:11:45 Star Schema and Snowflake Schema 1:15:35 Slowly Changing Dimensions (SCD) 1:25:22 Slowly Changing Dimension Type-2 1:28:33 SCD Type-3 1:30:13 What is Data Lake? 1:33:10 Data Lake vs Data Warehouse 1:35:51 What is Lakehouse 1:41:46 Row Based vs Column Based File Format 1:49:17 What is Delta Lake? 2:01:50 Big Data Engineering 2:04:37 Apache Airflow, Apache Kafka, Apache Hive 2:05:46 Distributed Computing with Apache Spark Architecture 2:13:06 Cloud Data Engineering 2:14:28 What is Cloud Computing 2:20:20 What is Medallion Architecture? 2:29:01 Azure End-To-End Data Engineering Architecture 2:31:18 Azure Events Hub for Data Streaming 2:32:28 Azure SQL DB 2:35:26 Azure Data Lake 2:39:11 Azure Data Factory 2:41:41 Databricks for Big Data Transformation 2:43:38 Azure Synapse Analytics for Cloud Data Warehousing 2:45:20 Data Reporting 2:49:12 Azure Data Engineering Architecture in Detail 2:55:30 Azure Data Engineering End-To-End Project (From Scratch) Connect with ME - https://www.linkedin.com/in/ansh-lamba-793681184/ Please Hit the SUBSCRIBE button❤️to support me and my hard work. ⭐Hashtags⭐ #azure #dataengineering #databricks #bigdata #apachespark #datalake