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Generative AI

Generative AI

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Generative AI

Generative AI focuses on teaching how machines can create text, images, and code. Learners explore concepts behind large language models, diffusion models, and advanced AI tools that are shaping the future of automation and creativity.

Course Curriculum

Introduction to Generative AI
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Large Language Models
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LLMs Foundation Models
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LangChain \& Lama Index Framework
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Retrieval Augmented Generation (RAG) And Evaluating RAG
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Advance RAG
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Fine Tuning and Evaluating LLMs
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Evaluation Matrix
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Deployment And Hardware Considerations
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Introduction To Generative AI On Cloud: Hugging Face / Hugging Face Hub
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Generative AI On Cloud - GCP
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Generative AI On Cloud - Azure
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Introduction To ChatGPT \& Architectures
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Introduction To Prompt Engineering
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Advanced Prompt Techniques
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Agents
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Guardrails
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Github Co-Pilot
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Generative AI for Software Testing
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Real World Applications and Case Studies
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