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Week - 1 |
Introduction to Large Language Models and Their Historical Evolution |
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Week - 2 |
Modern Artificial Intelligence Ecosystem and Multimodality |
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Week - 3 |
Fundamentals of the Attention Mechanism |
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Week - 4 |
Transformer Architecture and Models in the Ecosystem |
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Week - 5 |
Model Training and Alignment |
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Week - 6 |
Parameter Efficiency and Model Evaluation |
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Week - 7 |
Prompt and Context Engineering |
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Week - 8 |
Retrieval Augmented Generation (RAG) Architectures |
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Week - 9 |
Introduction to Agent-Based Systems |
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Week - 10 |
Agent Reasoning and Tool Use |
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Week - 11 |
Long-Term Context Management and Agent Frameworks |
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Week - 12 |
Multi-Agent Systems |
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Week - 13 |
Collaboration Patterns and Case Scenarios |
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Week - 14 |
Real-World Applications, Ethics, and the Future (LLMOps) |