Build Models That Survive Beyond the Notebook.Book DescriptionData Science Finds the Signal. Engineering Turns It into Business Value.Moving a model from a Jupyter Notebook to a production system requires engineering discipline, not just data science skills. Predictive Analytics with Python is the definitive guide for the engineering-first era of data science, helping you transition...

The book explores the transformative role of technology in fostering sustainable practices within global educational systems. It bridges the gap between theoretical sustainability frameworks and practical IT-driven solutions, making it a valuable resource for educators, policymakers, administrators, and researchers alike. It addresses the urgent need to integrate sustainability into education by leveraging cutting-edge tools such as IoT, AI, data analytics, and smart technologies. The book...

She came to forget. But the café remembered everything.In a quiet town where the past lingers like perfume in the air, a woman with a broken voice steps into a café that doesn’t just serve coffee—it serves memories. Each table holds a secret. Each floating page whispers a story. And each silent moment dares her to confront the pain she buried long ago.The Café of Forgotten Dreams is a lyrical, soul-stirring journey of resilience, silence, and emoti...

To the One Who Lied While Holding Me is a raw, poetic memoir that traces the quiet devastation of heartbreak and the fierce beauty of healing. Through twelve emotionally charged chapters, Rahul Kumar unravels the story of a love that promised forever but left mid-sentence. Each page is a confession, a confrontation, and ultimately, a reclamation of self.From the ache of betrayal to the strength found in solitude, this collection speaks to anyone who has loved deeply, lost ...

Deploy and scale applications on Cloud FoundryKey Features?Gain hands-on experience using Cloud Foundry?Implement deployment, management and scaling of applications on Cloud Foundry?Learn best practices and troubleshooting tips for running applications on Cloud FoundryBook DescriptionCloud Foundry is the open source platform to deploy, run, and scale applications. Cloud Foundry is growing rapidly and a leading product that pr...

Your hands-on reference guide to developing, training, and optimizing your machine learning modelsKey FeaturesYour guide to learning efficient machine learning processes from scratchExplore expert techniques and hacks for a variety of machine learning conceptsWrite effective code in R, Python, Scala, and Spark to solve all your machine learning problemsBook DescriptionMachine learning makes it possible to learn about the unkn...

Insightful projects to master deep learning and neural network architectures using Python and KerasKey FeaturesExplore deep learning across computer vision, natural language processing (NLP), and image processingDiscover best practices for the training of deep neural networks and their deploymentAccess popular deep learning models as well as widely used neural network architecturesBook DescriptionDeep learning has been gradua...

This book provides a groundbreaking edited collection on sustainable development practices in aquaculture. As the global demand for sea food continues to rise, it is necessary to address the environmental, social and economic challenges associated with conventional aquaculture methods. This comprehensive book examines the crucial intersection of environmental responsibility, economic viability, and United Nations Development Goals (UNDGs), offering a holistic view of innovative solutions a...

The book provides invaluable insights into cutting-edge advancements across multiple sectors of Society 5.0, where contemporary concepts and interdisciplinary applications empower you to understand and engage with the transformative technologies shaping our future.Distributed Time-Sensitive Systems offers a comprehensive array of pioneering advancements across various sectors within Society 5.0, underpinned by cutting-edge technological innovations. This v...

Elgar Research Agendas outline the future of research in a given area. Leading scholars are given the space to explore their subject in provocative ways, and map out the potential directions of travel. They are relevant but also visionary.This illuminating Research Agenda provides an evidence-based roadmap for scholarship related to academic integrity, plagiarism and research ethics in the age of generative artificial intelligence (GenAI) and advanced technologies...

This book offers technical insights into the application of remote sensing and GIS in water resources management, simulation, and modeling in India’s Delta region. It outlines strategies to minimize losses, maximize benefits, and protect the environment. The critical roles of science, technology, and innovation in achieving sustainable water resource management are also discussed.Key challenges in implementing sustainable practices and infrastructure regulations are addressed, with...

Underground Vegetable Crops provides comprehensive information on the morphological, physiological, and biochemical responses of various underground vegetable crops to abiotic stress and the strategies for managing these crops under these conditions. Climate changes pose major challenges to the productivity and yield of crops, particularly horticultural crops that bear their edible parts underground. Underground vegetable crops are highly nutritious, non-cereal plant species grown in vario...