TY  - BOOK
AU  - Kulkarni, Akshay
AU  - Shivananda, Adarsha
AU  - Kulkarni, Anoosh
AU  - Gudivada, Dilip
TI  - Applied generative AI for beginners: practical knowledge on diffusion models, ChatGPT, and other LLMs 
SN  - 9798868805912
U1  - 006.31 
PY  - 2025///
CY  - India
PB  - Apress
KW  - Artificial intelligence.
KW  - Machine learning.
KW  - Natural language processing
N1  - includes index; Chapter 1: Introduction to Generative AI -- Chapter 2: The Evolution of Neural Networks to Large Language Models -- Chapter 3: LLMs and Transformers -- Chapter 4: The ChatGPT Architecture: An In-Depth Exploration of OpenAI's Conversational Language Model -- Chapter 5: Google Bard and Beyond -- Chapter 6: Implement LLM' using Sklearn -- Chapter 7: LLMs for Enterprise and LLMOps 8: Diffusion Model & Generative AI for Images -- Chapter 9: ChatGTP Use Cases

ER  -