AWS
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1. Introduction to AWS & IAM (127:33)
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2. Networking (123:55)
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3. Storage S3 (145:13)
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4. Workshop 1 (118:25)
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5. EC2 (108:11)
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6. EC2_cont & ELB_ASG (112:54)
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7. Database: RDS + Aurora + Elasticache (113:24)
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8. Workshop 2 (126:17)
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9. Database: RDS + Aurora + Elasticache (cont) (111:24)
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10. CloudFront & Route 53 (114:35)
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11. Decoupling Application: SQS & SNS & Kinensis (112:59)
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12. Workshop 3 (100:37)
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13. Container (95:27)
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14. Serverless (99:56)
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15. Dabase, Data, and Data Analytics in AWS (90:43)
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16. Machine Learning & AWS Monitoring, Audit, and Performace (95:20)
Power BI
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Power BI Introduction (151:41)
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Data Transformation with Power Query (128:55)
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Data Modeling in Power BI - Part 1 (133:08)
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Data Modeling in Power BI - Part 2 (125:55)
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Relationship & DAX Language Basic (120:50)
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DAX Language Practice (125:52)
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Power BI Service Introduction - Part 1 (109:19)
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Power BI Service Introduction - Part 2 (117:48)
SQL
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Introduce SQL Server (145:25)
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SQL Query Statements (141:24)
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Debug, Join & Sub-query in SQL (128:08)
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Case-When, Window Function & SQL practice (123:51)
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Pivot Table, UDF and Stored Procedure in SQL (132:55)
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Basic Optimization SQL Server (127:07)
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Practice SQL Test Platform (135:09)
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SQL Graph Basic (122:10)
Python
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Introduce to Python & Basic syntax (102:51)
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Read files & Algorithms (131:04)
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Basic Data Analysts with Python (113:14)
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Intermediate Data Analysis with Python (153:20)
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Automate task with Python (122:32)
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PySpark & JSON (84:23)
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Practice Python Test Platform (114:22)
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APIs and Demo Project Data Analysis with Python (120:55)
DE Project Workshop - Review
Udacity Project
