Data Engineering for Beginner using Google Cloud Python
Language: English
Files Type: mp4, pdf, srt, csv, json, py, html, ipynb, conf, jar, jsonl, sql| Size: 3.86 GB
Video: 07:58:10 |  1280X720 | 825 Kbps
Audio: mp4a-40-2 | 128 Kbps | AAC
Genre:eLearning

Videos Files :
1. Welcome to This Course.mp4 (7.89 MB)
2. Course Structure & Coverage.mp4 (21.1 MB)
3. How To Get Maximum Value From This Course.mp4 (26.6 MB)
1. Data Lake Overview.mp4 (52.37 MB)
2. Schema On Read.mp4 (28.68 MB)
3. Lake, not Swamp.mp4 (60.71 MB)
4. Google Data Catalog.mp4 (148.9 MB)
1. What is Data Engineering.mp4 (40.53 MB)
2. Data Engineering Example.mp4 (14.27 MB)
3. What is Data Modelling.mp4 (17.2 MB)
1. What is Database.mp4 (10.88 MB)
2. Relational Database.mp4 (94.4 MB)
3. When Not To Use Relational Database.mp4 (36.15 MB)
4. NoSQL Database.mp4 (24.5 MB)
5. Demo  Postgresql.mp4 (81.56 MB)
6. Demo  Python for Postgresql.mp4 (37.89 MB)
7. Demo  Elasticsearch.mp4 (50.94 MB)
8. Demo  Python for Elasticsearch.mp4 (26.94 MB)
1. The Importance of Relational Data Model.mp4 (5.82 MB)
10. Denormalization Python Demo.mp4 (44.3 MB)
11. Fact & Dimension Tables.mp4 (15.78 MB)
12. Star Schema.mp4 (13.83 MB)
13. Star Schema Python Demo.mp4 (28.73 MB)
14. Snowflake Schema.mp4 (12.85 MB)
15. Galaxy Schema.mp4 (9.7 MB)
16. Extract Transform Load (ETL) & Staging Tables.mp4 (33.79 MB)
17. ETL & Staging Tables   Demo Overview.mp4 (18.49 MB)
18. ETL & Staging Tables   Python Demo 1.mp4 (22.47 MB)
19. ETL & Staging Tables   Python Demo 2.mp4 (98.5 MB)
2. OLTP vs OLAP.mp4 (15.95 MB)
20. To Insert or To Update.mp4 (14.88 MB)
21. ETL & Staging Tables   Python Demo 3.mp4 (49.88 MB)
22. ETL & Staging Tables   Python Demo 4.mp4 (56.28 MB)
23. ETL & Staging Tables   Tips.mp4 (6 MB)
3. Database Normalization.mp4 (17.67 MB)
4. First Normal Form (1NF).mp4 (20.18 MB)
5. Second Normal Form (2NF).mp4 (45.68 MB)
6. Third Normal Form (3NF).mp4 (6.79 MB)
7. Normalization Python Demo.mp4 (28.42 MB)
8. Normalization Tips.mp4 (26.29 MB)
9. Database Denormalization.mp4 (22.6 MB)
1. Basic NoSQL Concept.mp4 (16.8 MB)
2. CAP Theorem.mp4 (11.25 MB)
3. Denormalization on Elasticsearch.mp4 (13.49 MB)
4. Elasticsearch Basic Usage.mp4 (27.88 MB)
5. Elasticsearch Index & Document.mp4 (13.8 MB)
6. Elasticsearch ETL   Overview.mp4 (30.45 MB)
7. Elasticsearch Query DSL.mp4 (9.01 MB)
8. Elasticsearch ETL   Python Demo.mp4 (37.49 MB)
1. Business Perspective.mp4 (41.2 MB)
10. Demo 3   Data Warehouse Operations.mp4 (27.9 MB)
2. Technical Perspective.mp4 (45.96 MB)
3. More Fact & Dimension Table.mp4 (64.16 MB)
4. OLAP Cube.mp4 (18.06 MB)
5. On Premise or Cloud.mp4 (29.16 MB)
6. Various Techniques.mp4 (36.89 MB)
7. Demo Overview.mp4 (42.49 MB)
8. Demo 1   PostgreSQL Data Warehouse.mp4 (118.63 MB)
9. Demo 2   BigQuery Data Warehouse.mp4 (53.27 MB)
1. Numbers Every Engineer Should Know.mp4 (28.7 MB)
2. Small Numbers.mp4 (19.86 MB)
3. Big Numbers.mp4 (19.31 MB)
1. Hadoop Ecosystem.mp4 (24.27 MB)
10. Spark & BigQuery   Lesson Learned.mp4 (31.09 MB)
2. Introducing Spark.mp4 (13.07 MB)
3. Spark Programming.mp4 (32.67 MB)
4. Data Formats.mp4 (23.55 MB)
5. Hello Spark.mp4 (22.4 MB)
6. Spark  Demo   Dataframe.mp4 (48.96 MB)
7. Spark  Demo   Spark SQL.mp4 (45.37 MB)
8. Spark & BigQuery   Setting Environment.mp4 (70.28 MB)
9. Spark & BigQuery   ETL Movies.mp4 (124.55 MB)
1. Spark Cluster   Overview.mp4 (25.35 MB)
2. Demo  Big Data.mp4 (137.28 MB)
3. Google Dataproc.mp4 (101.78 MB)

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