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Week - 1 |
Introduction to Database Systems |
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Week - 2 |
Data Modeling and Data Models |
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Week - 3 |
Relational Data Models, Entity-Relationship Modeling, and Distributed Data Management |
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Week - 4 |
Advanced Data Modeling and Data Lifecycle |
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Week - 5 |
Introduction to Big Data and Normalization |
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Week - 6 |
Database Design and Development Strategies |
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Week - 7 |
Data warehouses, Online Analytical Processing (OLAP) |
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Week - 8 |
Introduction to Structured Query Language (SQL) |
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Week - 9 |
Data Mining, Big Data Analytics, NoSQL |
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Week - 10 |
Data Visualization Fundamentals and Big Data Visualization Techniques |
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Week - 11 |
Introduction to Machine Learning and its Methods |
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Week - 12 |
Text Processing and Applications |
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Week - 13 |
Introduction to Search and Recommendation Systems |
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Week - 14 |
Introduction to and Prompting Large Language Models (LLM) |