Udemy - Data Engineering - From Zero to Hero

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Course Introduction
• 1 -Welcome to the Course.mp4 (5.2 MB)
• 2 -About Me, You and this Course.mp4 (7.8 MB)
• 3 -Course Outline.mp4 (5.9 MB)
2 - Introduction to Data Engineering
• 1 -Section Outline.mp4 (1.6 MB)
• 2 -What is Data Engineering.mp4 (8.3 MB)
• 3 -What is a Data Engineer.mp4 (15.7 MB)
• 4 -Data Engineering Skills & Tools.mp4 (10.4 MB)
• 5 -Section 2 Sum Up.mp4 (4.1 MB)
3 - Data Engineering Ecosystem
• 1 -Section Intro.mp4 (1.2 MB)
• 10 -All Things Data Properties of Big Data.mp4 (5.1 MB)
• 11 -The Analytical World vs. the Operational World.mp4 (14.4 MB)
• 12 -Section 3 Sum Up.mp4 (1.6 MB)
• 2 -Section Outline.mp4 (2.9 MB)
• 3 -The Basics of Computers.mp4 (18.5 MB)
• 4 -On-Prem vs. The Cloud.mp4 (6.5 MB)
• 5 -Cloud Services.mp4 (9.2 MB)
• 6 -All Things Data What is Data.mp4 (4.1 MB)
• 7 -All Things Data Structure.mp4 (10.8 MB)
• 8 -All Things Data Data Types.mp4 (2.6 MB)
• 9 -All Things Data Data Formats.mp4 (13.3 MB)
4 - From Data Sources to Destinations
• 1 -Section Intro.mp4 (1.5 MB)
• 10 -Data Repositories Data Marts.mp4 (1.8 MB)
• 11 -Data Repositories NoSQL.mp4 (6.6 MB)
• 12 -Data Repositories API.mp4 (1.6 MB)
• 13 -Data Pipelines.mp4 (11.4 MB)
• 14 -Data Pipelines Batch vs. Real Time.mp4 (13.3 MB)
• 15 -Section 4 Sum Up.mp4 (3.5 MB)
• 2 -Section Outline.mp4 (1.4 MB)
• 3 -Data Sources Intro.mp4 (4.2 MB)
• 4 -Data Sources Operational Databases.mp4 (2.3 MB)
• 5 -Data Sources API.mp4 (18.7 MB)
• 6 -Data Sources More.mp4 (2.9 MB)
• 7 -Getting List of Earthquakes from API - Solution.mp4 (182.1 MB)
• 8 -Data Repositories Intro.mp4 (3.9 MB)
• 9 -Data Repositories DW, DL and LH.mp4 (7.4 MB)
5 - Data Modeling
• 1 -Section Intro.mp4 (2.0 MB)
• 10 -Data Vault.mp4 (5.3 MB)
• 11 -Medallion Model.mp4 (4.2 MB)
• 12 -Medallion Model A Practical Example.mp4 (19.4 MB)
• 13 -Building a Data Model.mp4 (7.2 MB)
• 14 -Building a Data Model Example.mp4 (9.2 MB)
• 15 -Optimizing Your BI Solution.mp4 (9.6 MB)
• 16 -Section 5 Sum Up.mp4 (2.6 MB)
• 2 -Section Outline.mp4 (2.3 MB)
• 3 -What is Data Modeling.mp4 (4.0 MB)
• 4 -The Star Schema.mp4 (6.9 MB)
• 5 -The Star Schema Fact Tables.mp4 (11.7 MB)
• 6 -The Star Schema Dimension Tables.mp4 (21.0 MB)
• 7 -The Star Schema A Practical Example.mp4 (72.4 MB)
• 8 -The Snowflake Schema.mp4 (6.1 MB)
• 9 -The Snowflake Schema A Practical Example.mp4 (43.7 MB)
6 - Data Wrangling
• 1 -Section Intro.mp4 (1.5 MB)
• 10 -Data Transformation Sorting.mp4 (2.1 MB)
• 11 -Data Transformation Aggregation.mp4 (4.4 MB)
• 12 -Data Transformation Filters.mp4 (2.9 MB)
• 13 -Data Transformation Window Functions.mp4 (5.3 MB)
• 14 -Data Validation.mp4 (6.6 MB)
• 15 -Section Sum Up.mp4 (2.9 MB)
• 2 -Section Outline.mp4 (1.4 MB)
• 3 -What is Data Wrangling.mp4 (3.1 MB)
• 4 -Data Cleaning Intro.mp4 (2.0 MB)
• 5 -Data Cleaning Data Deduplication.mp4 (9.0 MB)
• 6 -Data Cleaning Missing Data.mp4 (8.5 MB)
• 7 -Data Cleaning Standardization.mp4 (4.6 MB)
• 8 -Data Cleaning with SQL A Practical Example.mp4 (91.2 MB)
• 9 -Data Transformation Intro.mp4 (2.0 MB)
7 - Orchestrating Data Pipelines
• 1 -Section Intro.mp4 (1.6 MB)
• 10 -Airflow UI.mp4 (9.2 MB)
• 11 -Airflow UI A Tour.mp4 (36.6 MB)
• 2 -Section Outline.mp4 (2.8 MB)
• 3 -What is Data Pipelines Orchestration.mp4 (7.9 MB)
• 4 -Airflow An Introduction.mp4 (10.3 MB)
• 5 -Airflow Quick Tour.mp4 (34.5 MB)
• 6 -Airflow DAGs.mp4 (17.7 MB)
• 7 -Airflow Tasks & Dependencies.mp4 (19.8 MB)
• 8 -Airflow Operators & Sensors.mp4 (15.1 MB)
• 9 -Airflow DAGs A Practical Example.mp4 (26.6 MB)
• Bonus Resources.txt (0.1 KB)