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. Database, 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
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1. Workshop 1 - Sep 13th 2024 (102:07)
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2. Workshop 2 - Sep 20th 2024 (117:18)
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3. Workshop 3 - Sep 27th 2024 (134:46)
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4. Workshop 4 - Oct 4th 2024 (164:55)
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5. Workshop 5 - Oct 11th 2024 (135:36)
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6. Workshop 6 - Oct 18th 2024 (138:13)
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7. Workshop 7 - Payroll Project - Nov 30th 2024 (110:25)
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8. Workshop 8 - Dec 6th 2024 (113:05)
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9. Workshop 9 - Dec 13th 2024 (105:46)
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10. Workshop 10 - Dec 20th 2024 (154:13)
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11. Workshop 11 - Jan 10th 2025 (129:55)
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12. Workshop 12 - Jan 17th 2025 (116:49)
Udacity Project
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Tue Oct 1st 2024 - ETL Pipelines (111:03)
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Wed Oct 2nd 2024 - NLP (56:13)
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Tue Oct 8th 2024 - NLP cont (66:20)
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Wed Oct 9th 2024 - ML Pipeline and Disaster Reponses Pipeline Project (116:56)
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Wed Oct 16th 2024 - Project and Kafka (95:45)
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Wed Oct 23rd 2024 - Data Model (111:18)
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Wed Oct 30th 2024 - Cloud Data Warehouses (130:35)
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Fri Nov 1st 2024 - Data Warehouse Project (106:43)
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Wed Nov 6th 2024 - Pyspark (109:47)
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Fri Nov 8th 2024 - AWS Glue & Athena (102:21)
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Wed Nov 13rd 2024 (120:43)
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Fri Nov 15th 2024 (136:39)
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Wed Nov 20th 2024 (108:15)
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Fri Nov 22nd 2024 (122:50)
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Wed Nov 27th 2024 (124:51)
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Fri Nov 29th 2024 (109:08)
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Wed Dec 4th 2024 (105:57)
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Wed Dec 11st 2024 (119:09)
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Wed Dec 18th 2024 (122:43)
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Wed Jan 8th 2024 (101:28)
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Wed Jan 15th 2024 (116:29)
Data Structures and Algorithms
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Oct 15th 2024 - DSA Pratice - Sliding Window & Two Pointers (88:44)
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Oct 22nd 2024 - DSA Practice - Bit Manipulation (116:20)
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Oct 29th 2024 - DSA Practice - LinkedList (115:03)
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Nov 5th 2024 - DSA Practice - Stack & Queue (Basic & Advanced) (116:30)
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Nov 12th 2024 - DSA Practice - Recursion (110:50)
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Nov 19th 2024 - DSA Practice - Binary Search (110:45)
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Nov 26th 2024 - DSA Practice - Sorting (109:48)
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Dec 3rd 2024 - DSA Practice - Sorting Advance (109:46)
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Dec 10th 2024 - DSA Practice - Hashtable (105:30)
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Dec 17th 2024 - DSA Practice - Tree (101:14)
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Jan 7th 2024 - DSA Practice - String (108:58)
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Jan 14th 2025 - DSA Practice - Graph & Union-Find & Topology Sort (94:01)
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DSA Practice - Dynamic Programming
