Titlebook: Applied Generative AI for Beginners; Practical Knowledge Akshay Kulkarni,Adarsha Shivananda,Dilip Gudivada Book 2023 Akshay Kulkarni, Adar

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LLMs and Transformers,ries behind their extraordinary capabilities. These pioneering advancements have not only propelled the field of NLP to new heights but have also revolutionized how machines perceive, comprehend, and generate language.

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,The ChatGPT Architecture: An In-Depth Exploration of OpenAI’s Conversational Language Model,ents. Among these groundbreaking developments is ChatGPT, an advanced language model created by OpenAI. ChatGPT is based on the GPT (Generative Pre-trained Transformer) architecture and is designed to engage in dynamic and contextually relevant conversations with users.

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The Business Process (Quiet) Revolutionl compliance, HR functions, and data analysis, demonstrating its immense potential in shaping the way we approach complex challenges and decision-making across various sectors. This exploration delves into the multifaceted use cases of ChatGPT across different domains, shedding light on its remarkable adaptability and impact.

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Book 2023nguage models like ChatGPT and Google Bard. It serves as a one-stop resource for anyone interested in understanding and applying this transformative technology and is particularly aimed at those just getting started with generative AI...Applied Generative AI for Beginners .is structured around detai

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Diffusion Model and Generative AI for Images, applications, yet their training complexity and limited output diversity, caused by challenges like mode collapse and gradient vanishing, have been evident. On the other hand, VAEs, while having a strong theoretical foundation, encounter difficulties in devising effective loss functions, resulting in suboptimal outputs.