{"product_id":"mastering-generative-ai-systems-engineering-design-train-and-deploy-powerful-generative-models-across-vision-language-and-multimodal-ai-workflows-9789349887947","title":"Mastering Generative AI Systems Engineering: Design, Train, and Deploy Powerful Generative Models Across Vision, Language, and Multimodal AI Workflows","description":"\u003cp\u003e • Author(s): Praveen Kumar\u003cbr\u003e • Publisher: Orange Education Pvt Ltd\u003cbr\u003e • Publisher Imprint: Orange Education Pvt Ltd\u003cbr\u003e • BISAC: Artificial Intelligence - Generative AI\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cem\u003eCreate, Imagine, and Innovate with the Power of Generative AI\u003c\/em\u003e\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eGenerative AI is rapidly transforming how organizations create content, build intelligent systems, and automate complex tasks. Understanding how these models work-and how to build them-is now a career-defining skill for developers and data professionals.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cem\u003eMastering Generative AI Systems Engineering \u003c\/em\u003e\u003c\/strong\u003ebegins with the core foundations of generative AI. You will explore the essential mathematics, latent spaces, probability concepts, and neural network principles behind VAEs and GANs.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book then guides you through advanced systems such as CycleGANs, StyleGANs, and cutting-edge Diffusion Models-the engines behind today's most powerful generative tools. The journey continues with LLMs and GPT-based systems, covering prompt engineering, RAG pipelines, LangChain applications, and agentic AI workflows.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e● Design, train, and fine-tune state-of-the-art GANs, VAEs, and diffusion models.\u003c\/p\u003e\u003cp\u003e● Build powerful LLM and GPT-based applications using RAG, LangChain, and agentic workflows.\u003c\/p\u003e\u003cp\u003e● Apply core mathematical concepts to understand and optimize generative architectures.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eTable of Contents\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e1. Introduction to Generative Models\u003c\/p\u003e\u003cp\u003e2. Mathematical Foundations\u003c\/p\u003e\u003cp\u003e3. Introduction to Variational Autoencoders\u003c\/p\u003e\u003cp\u003e4. Introduction to Generative Adversarial Networks\u003c\/p\u003e\u003cp\u003e5. Deep Convolutional GANs\u003c\/p\u003e\u003cp\u003e6. Conditional Generative Adversarial Networks\u003c\/p\u003e\u003cp\u003e7. Cycle GANs\u003c\/p\u003e\u003cp\u003e8. Style GANs\u003c\/p\u003e\u003cp\u003e9. Variational Autoencoders Revisited: β-VAE and CVAE\u003c\/p\u003e\u003cp\u003e10. Diffusion Models\u003c\/p\u003e\u003cp\u003e11. Data Augmentation with Generative Models\u003c\/p\u003e\u003cp\u003e12. Generative Models in Natural Language Processing\u003c\/p\u003e\u003cp\u003e13. Model Evaluation and Optimization\u003c\/p\u003e\u003cp\u003e14. Deployment of Generative Models\u003c\/p\u003e\u003cp\u003e15. Ethical Considerations and Future Directions\u003c\/p\u003e\u003cp\u003e16. Introduction to Large Language Models\u003c\/p\u003e\u003cp\u003e17. Generative Pre-Trained Transformers\u003c\/p\u003e\u003cp\u003e18. Langchain: Building AI-Powered Applications\u003c\/p\u003e\u003cp\u003e19. Prompt Engineering, RAG, and Fine-Tuning\u003c\/p\u003e\u003cp\u003e20. Advanced Concepts\u003c\/p\u003e\u003cp\u003e21. Best Practices for Generative Models\u003c\/p\u003e\u003cp\u003e \u003cstrong\u003eIndex\u003c\/strong\u003e\u003c\/p\u003e","brand":"Orange Education Pvt Ltd","offers":[{"title":"Paperback","offer_id":48216455348375,"sku":"9789349887947","price":5385.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789349887947.webp?v=1788737130","url":"https:\/\/atlanticbooks.com\/products\/mastering-generative-ai-systems-engineering-design-train-and-deploy-powerful-generative-models-across-vision-language-and-multimodal-ai-workflows-9789349887947","provider":"Atlantic Books","version":"1.0","type":"link"}