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 -    • Azure End-To-End Data Engineering Project ...  
PySpark Full Course (Databricks) -    • PySpark Tutorial | Full Course (From Zero ...  

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)


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⭐Hashtags⭐
#azure #dataengineering #databricks #bigdata #apachespark #datalake