Praveen Kumar eBooks
eBooks di Praveen Kumar
Mastering Generative AI Systems EngineeringDesign, Train, and Deploy Powerful Generative Models Across Vision, Language, and Multimodal AI Workflows (English Edition). E-book. Formato EPUB Praveen Kumar - Orange Education Pvt Ltd, 2026 -
Create, Imagine, and Innovate with the Power of Generative AIKey Features? Get a free one-month digital subscription to www.avaskillshelf.com? Comprehensive coverage of generative models—from VAEs and GANs to Diffusion and LLMs.? Hands-on projects using PyTorch, TensorFlow, LangChain, and modern AI toolchains.Book DescriptionGenerative 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.Mastering Generative AI Systems Engineering begins 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. The 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.What you will learn? Design, train, and fine-tune state-of-the-art GANs, VAEs, and diffusion models.? Build powerful LLM and GPT-based applications using RAG, LangChain, and agentic workflows.? Apply core mathematical concepts to understand and optimize generative architectures.Who is This Book For?This book is designed for machine learning engineers, data scientists, AI developers, NLP engineers, computer vision specialists, research scientists, and software engineers aiming to advance their expertise in generative AI. Readers should have the basic knowledge of Python, deep learning fundamentals, and familiarity with neural networks to fully benefit from the hands-on projects and real-world case studies.Table of Contents1. Introduction to Generative Models2. Mathematical Foundations3. Introduction to Variational Autoencoders4. Introduction to Generative Adversarial Networks5. Deep Convolutional GANs6. Conditional Generative Adversarial Networks7. Cycle GANs8. Style GANs9. Variational Autoencoders Revisited: β-VAE and CVAE10. Diffusion Models11. Data Augmentation with Generative Models12. Generative Models in Natural Language Processing13. Model Evaluation and Optimization14. Deployment of Generative Models15. Ethical Considerations and Future Directions16. Introduction to Large Language Models17. Generative Pre-Trained Transformers18. Langchain: Building AI-Powered Applications19. Prompt Engineering, RAG, and Fine-Tuning20. Advanced Concepts21. Best Practices for Generative Models Index
Future Farming: Advancing Agriculture with Artificial Intelligence. E-book. Formato EPUB Praveen Kumar Shukla - Bentham Science Publishers, 2023 -
Artificial Intelligence is vital to the evolution of agriculture into a smart industry. The objective of this book is to inform readers about how artificial intelligence is improving agriculture by exploring its applications. The book addresses several aspects of artificial intelligence applications in smart agriculture including, pest control, disease identification, weed detection, and security. Chapters are contributed by experts in agriculture, computer science and biotechnology. Key Themes: Advanced machine learning techniques for pest control and disease identificationAutomated recognition and classification of plant diseases, focusing on tomatoes and pearl milletIntegration of artificial intelligence for solar-powered robots to identify weeds and damages in vegetablesDevelopment of field prevention systems to deter wild animals in farming areasUtilization of machine learning for weather forecasting to facilitate smart agriculture practicesIntelligent crop planning and precision farming through AI applicationsIntegration of artificial intelligence and drones to enhance efficiency and effectiveness in smart farming operations Other features of the book include a list of references and simple summaries in each chapter to distil the information for readers. The book is a primary reference material for courses on automation in agriculture. It can also serve as a handbook for anyone interested in advances in farming.
Smart Antennas: Recent Trends in Design and Applications. E-book. Formato EPUB Praveen Kumar Malik - Bentham Science Publishers, 2021 -
This reference provides the reader with focused information about microstrip antenna design and applications. Readers are first introduced to the basic design of microstrip antennas. Subsequent chapters explain how microstrip antennas are suitable for practical applications. These chapters cover topics such as fractal and defected ground structure antennas, microstrip antenna evaluation and the use of microstrip antennas in mobile communications and IoT applications. Scholars, researchers and industrial professionals involved in the fields of electronics and electrical engineering as well as instrumentation will benefit from the information given in this book.