In this book, Alok will take you to a self-decoding journey where you will not only understand who you are and what you want but also start progressively realizing them with simple but impactful actions.This book is neither a self-help book nor a book of great ideas to get what you want. This book is a ticket to your long journey towards a successful (I will call it meaningful) life. As the famed Earl Nightingale once said, “Success is the progressive realization of a worthy ideal, ...

Practical Full-Stack Machine Learning' introduces data professionals to a set of powerful, open-source tools and concepts required to build a complete data science project. This book is written in Python, and the ML solutions are language-neutral and can be applied to various software languages and concepts.The book covers data pre-processing, feature management, selecting the best algorithm, model performance optimization, exposing ML models as API endpoints, and scaling ML API. It helps ...

Metagenomics for Legume Crop Improvement offers a comprehensive and timely exploration of the enormous potential hidden within legume-associated microbial communities. Legumes play a crucial role in global food security and sustainable agriculture due to their natural symbiosis with nitrogen-fixing and plant growth–promoting microbes. Yet, despite their significance, the microbiomes surrounding legumes remain poorly understood. This book aims to bridge that gap by...

Use ensemble learning techniques and models to improve your machine learning results.Ensemble Learning for AI Developers starts you at the beginning with an historical overview and explains key ensemble techniques and why they are needed. You then will learn how to change training data using bagging, bootstrap aggregating, random forest models, and cross-validation methods. Authors Kumar and Jain provide best practices to guide you in combining models and ...

The transformative role of artificial intelligence (AI) in modern biomanufacturing focuses on key areas such as process analytical technology (PAT), Good Manufacturing Practice (GMP) compliance, predictive analytics, and AI-driven quality systems. It bridges cutting-edge AI applications with the complexities of biotherapeutic production, offering insights into automation, real-time monitoring, and process optimization.Delving into the core of biomanufacturing, the book provides a s...

Nanomedicine in Oncology: Unveiling Materials, Diagnostics, and Clinical Implications is a comprehensive and insightful exploration into the intersection of nanotechnology and cancer treatment. The book provides an in-depth look at the historical foundations, current advancements, and future possibilities, particularly as they apply to oncology. Sections cover both the translation of nanomedicine research into clinical practice and explore various therapeutic applications, including nanopa...

Invest in Nano-Bioremediation for Wastewater Treatment to explore cutting-edge techniques that combine nanotechnology and bioremediation, equipping you with innovative solutions and expert insights needed to tackle global environmental pollution challenges effectively.The coupling of nanotechnology and bioremediation techniques holds great promise for addressing environmental pollution and contamination on a global scale. The process of bioremediation uses...

This new volume, Technological Advancements in Sustainable Crop Improvement and Production, is a timely exploration of the advanced technologies and methodologies that are reshaping the landscape of modern agriculture.The volume discusses new advances in crop improvement and production technologies, focusing on the need for sustainability. The book explores the integration of biotechnology in crop production, which offers numerous solutions, from developing crops resistanc...

Nagas addresses the nature‐embedded belief systems and subsistence strategies of the Naga people.Knowledge systems that were once spread across the Naga communities but are now confined to specific villages and communities, are examined with respect and support for the sustainable futures of Indigenous peoples. Chapters cover various Naga crafts‐ancient sciences through representative case studies featuring Naga communities who still practice the same indigenous methods. T...

The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algorithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses the various advancements in Explainable AI and investigates their suitability for various EO dat...

'This collection presents stories that delve into the depths of human emotion. Narratives that explore feelings and inner experiences-regardless of the country in which they are written-carry a universal appeal. For this reason, this collection is likely to resonate with sensitive readers across the world.

To understand modern science, it is essential to recognize that many of the most fundamental scientific principles are drawn from the knowledge of ancient civilizations. Taking a global yet comprehensive approach to this complex topic, A History of Science in World Cultures uses a broad range of case studies and examples to demonstrate that the scientific thought and method of the present day is deeply rooted in a pluricultural past.Covering ancient Egypt, Mesopotamia, Ind...