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[ TutGator com ] Udemy - Data Engineering for Beginner using Google Cloud & Python
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1. Introduction
1. Welcome to This Course.mp4
1. Welcome to This Course.srt
2. Course Structure & Coverage.mp4
2. Course Structure & Coverage.srt
3. How To Get Maximum Value From This Course.mp4
3. How To Get Maximum Value From This Course.srt
10. Data Lake
1. Data Lake Overview.mp4
1. Data Lake Overview.srt
2. Schema On Read.mp4
2. Schema On Read.srt
3. Lake, not Swamp.mp4
3. Lake, not Swamp.srt
11. Resources & References
1. Source Code & Datasets Download.html
2. Bonus & DIscount Codes.html
2. Introduction to Data Engineering
1. What is Data Engineering.mp4
1. What is Data Engineering.srt
2. Data Engineering Example.mp4
2. Data Engineering Example.srt
3. What is Data Modelling.mp4
3. What is Data Modelling.srt
3. Database
1. What is Database.mp4
1. What is Database.srt
2. Relational Database.mp4
2. Relational Database.srt
3. When Not To Use Relational Database.mp4
3. When Not To Use Relational Database.srt
4. NoSQL Database.mp4
4. NoSQL Database.srt
5. Demo Postgresql.mp4
5. Demo Postgresql.srt
6. Demo Python for Postgresql.mp4
6. Demo Python for Postgresql.srt
7. Demo Elasticsearch.mp4
7. Demo Elasticsearch.srt
8. Demo Python for Elasticsearch.mp4
8. Demo Python for Elasticsearch.srt
4. Relational Database Model
1. The Importance of Relational Data Model.mp4
1. The Importance of Relational Data Model.srt
10. Denormalization Python Demo.mp4
10. Denormalization Python Demo.srt
11. Fact & Dimension Tables.mp4
11. Fact & Dimension Tables.srt
12. Star Schema.mp4
12. Star Schema.srt
13. Star Schema Python Demo.mp4
13. Star Schema Python Demo.srt
14. Snowflake Schema.mp4
14. Snowflake Schema.srt
15. Galaxy Schema.mp4
15. Galaxy Schema.srt
16. Extract Transform Load (ETL) & Staging Tables.mp4
16. Extract Transform Load (ETL) & Staging Tables.srt
17. ETL & Staging Tables - Demo Overview.mp4
17. ETL & Staging Tables - Demo Overview.srt
18. ETL & Staging Tables - Python Demo 1.mp4
18. ETL & Staging Tables - Python Demo 1.srt
19. ETL & Staging Tables - Python Demo 2.mp4
19. ETL & Staging Tables - Python Demo 2.srt
2. OLTP vs OLAP.mp4
2. OLTP vs OLAP.srt
20. To Insert or To Update.mp4
20. To Insert or To Update.srt
21. ETL & Staging Tables - Python Demo 3.mp4
21. ETL & Staging Tables - Python Demo 3.srt
22. ETL & Staging Tables - Python Demo 4.mp4
22. ETL & Staging Tables - Python Demo 4.srt
23. ETL & Staging Tables - Tips.mp4
23. ETL & Staging Tables - Tips.srt
3. Database Normalization.mp4
3. Database Normalization.srt
4. First Normal Form (1NF).mp4
4. First Normal Form (1NF).srt
5. Second Normal Form (2NF).mp4
5. Second Normal Form (2NF).srt
6. Third Normal Form (3NF).mp4
6. Third Normal Form (3NF).srt
7. Normalization Python Demo.mp4
7. Normalization Python Demo.srt
8. Normalization Tips.mp4
8. Normalization Tips.srt
9. Database Denormalization.mp4
9. Database Denormalization.srt
5. NoSQL Database Model
1. Basic NoSQL Concept.mp4
1. Basic NoSQL Concept.srt
2. CAP Theorem.mp4
2. CAP Theorem.srt
3. Denormalization on Elasticsearch.mp4
3. Denormalization on Elasticsearch.srt
4. Elasticsearch Basic Usage.mp4
4. Elasticsearch Basic Usage.srt
5. Elasticsearch Index & Document.mp4
5. Elasticsearch Index & Document.srt
6. Elasticsearch ETL - Overview.mp4
6. Elasticsearch ETL - Overview.srt
7. Elasticsearch Query DSL.mp4
7. Elasticsearch Query DSL.srt
8. Elasticsearch ETL - Python Demo.mp4
8. Elasticsearch ETL - Python Demo.srt
6. Data Warehouse
1. Business Perspective.mp4
1. Business Perspective.srt
10. Demo 3 - Data Warehouse Operations.mp4
10. Demo 3 - Data Warehouse Operations.srt
2. Technical Perspective.mp4
2. Technical Perspective.srt
3. More Fact & Dimension Table.mp4
3. More Fact & Dimension Table.srt
4. OLAP Cube.mp4
4. OLAP Cube.srt
5. On-Premise or Cloud.mp4
5. On-Premise or Cloud.srt
6. Various Techniques.mp4
6. Various Techniques.srt
7. Demo Overview.mp4
7. Demo Overview.srt
8. Demo 1 - PostgreSQL Data Warehouse.mp4
8. Demo 1 - PostgreSQL Data Warehouse.srt
9. Demo 2 - BigQuery Data Warehouse.mp4
9. Demo 2 - BigQuery Data Warehouse.srt
7. Numbes Every Engineer Should Know
1. Numbers Every Engineer Should Know.mp4
1. Numbers Every Engineer Should Know.srt
2. Small Numbers.mp4
2. Small Numbers.srt
3. Big Numbers.mp4
3. Big Numbers.srt
8. Hadoop & Spark
1. Hadoop Ecosystem.mp4
1. Hadoop Ecosystem.srt
10. Spark & BigQuery - Lesson Learned.mp4
10. Spark & BigQuery - Lesson Learned.srt
2. Introducing Spark.mp4
2. Introducing Spark.srt
3. Spark Programming.mp4
3. Spark Programming.srt
4. Data Formats.mp4
4. Data Formats.srt
5. Hello Spark.mp4
5. Hello Spark.srt
6. Spark Demo - Dataframe.mp4
6. Spark Demo - Dataframe.srt
7. Spark Demo - Spark SQL.mp4
7. Spark Demo - Spark SQL.srt
8. Spark & BigQuery - Setting Environment.mp4
8. Spark & BigQuery - Setting Environment.srt
9. Spark & BigQuery - ETL Movies.mp4
9. Spark & BigQuery - ETL Movies.srt
9. Spark Cluster on Google Cloud (Dataproc)
1. Spark Cluster - Overview.mp4
1. Spark Cluster - Overview.srt
2. Demo Big Data.mp4
2. Demo Big Data.srt
3. Google Dataproc.mp4
3. Google Dataproc.srt
Bonus Resources.txt
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