Springer Series in Applied Machine Learning – serie
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21 produkter
Thinking Data Science
A Data Science Practitioner’s Guide
Inbunden, 2023
526 kr
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This definitive guide to Machine Learning projects answers the problems an aspiring or experienced data scientist frequently has: Confused on what technology to use for your ML development? Should I use GOFAI, ANN/DNN or Transfer Learning? Can I rely on AutoML for model development? What if the …
Thinking Data Science
A Data Science Practitioner’s Guide
Häftad, 2024
679 kr
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This definitive guide to Machine Learning projects answers the problems an aspiring or experienced data scientist frequently has: Confused on what technology to use for your ML development? Should I use GOFAI, ANN/DNN or Transfer Learning? Can I rely on AutoML for model development? What if the …
Data Science and Predictive Analytics
Biomedical and Health Applications using R
Av Ivo D. Dinov
Inbunden, 2023
1355 kr
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This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science …
Data Science and Predictive Analytics
Biomedical and Health Applications using R
Av Ivo D. Dinov
Häftad, 2024
962 kr
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This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science …
Artificial Intelligence-based Healthcare Systems
Av Manju, Sandeep Kumar m. fl.
Inbunden, 2023
1804 kr
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This book explores new applications in the field of science and technology for healthcare systems. The main focus of this book is to devise smart, efficient and robust solutions for the health care sector to serve the major population of rural areas. Artificial Intelligence-based Healthcare Systems …
Artificial Intelligence-based Healthcare Systems
Av Manju, Sandeep Kumar m. fl.
Häftad, 2024
1804 kr
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This book explores new applications in the field of science and technology for healthcare systems. The main focus of this book is to devise smart, efficient and robust solutions for the health care sector to serve the major population of rural areas. Artificial Intelligence-based Healthcare Systems …
Affective Computing for Social Good
Enhancing Well-being, Empathy, and Equity
Av Muskan Garg, Rajesh Shardanand Prasad
Inbunden, 2024
2339 kr
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Affective Computing for Social Good: Enhancing Well-being, Empathy, and Equity offers an insightful journey into the intricate realm of affective computing. It covers a spectrum of topics ranging from foundational theories and technologies to ethical considerations and future …
Affective Computing for Social Good
Enhancing Well-being, Empathy, and Equity
Av Muskan Garg, Rajesh Shardanand Prasad
Häftad, 2025
2339 kr
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Affective Computing for Social Good: Enhancing Well-being, Empathy, and Equity offers an insightful journey into the intricate realm of affective computing. It covers a spectrum of topics ranging from foundational theories and technologies to ethical considerations and future …
Applications of Machine Learning in Hydroclimatology
Av Roshan Srivastav, Purna C. Nayak
Inbunden, 2024
1752 kr
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Applications of Machine Learning in Hydroclimatology is a comprehensive exploration of the transformative potential of machine learning for addressing critical challenges in water resources management. The book explores how artificial intelligence can unravel the complexities of hydrological …
Applications of Machine Learning in Hydroclimatology
Av Roshan Srivastav, Purna C. Nayak
Häftad, 2025
1752 kr
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Applications of Machine Learning in Hydroclimatology is a comprehensive exploration of the transformative potential of machine learning for addressing critical challenges in water resources management. The book explores how artificial intelligence can unravel the complexities of hydrological …
Artificial Intelligence and Edge Computing for Sustainable Ocean Health
Av Debashis De, Diganta Sengupta m. fl.
Inbunden, 2024
2188 kr
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Artificial Intelligence and Edge Computing for Sustainable Ocean Health explores the transformative role of AI and edge computing in preserving and enhancing ocean health. The growing influence of Artificial Intelligence (AI), along with the Internet of Things (IoT) in generating wide coverage of …
Artificial Intelligence and Edge Computing for Sustainable Ocean Health
Av Debashis De, Diganta Sengupta m. fl.
Häftad, 2025
2188 kr
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Artificial Intelligence and Edge Computing for Sustainable Ocean Health explores the transformative role of AI and edge computing in preserving and enhancing ocean health. The growing influence of Artificial Intelligence (AI), along with the Internet of Things (IoT) in generating wide coverage of …
Shallow Learning vs. Deep Learning
A Practical Guide for Machine Learning Solutions
Av Ömer Faruk Ertuğrul, Josep M Guerrero m. fl.
Inbunden, 2024
1692 kr
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This book explores the ongoing debate between shallow and deep learning in the field of machine learning. It provides a comprehensive survey of machine learning methods, from shallow learning to deep learning, and examines their applications across various domains. Shallow Learning vs Deep …
Shallow Learning vs. Deep Learning
A Practical Guide for Machine Learning Solutions
Av Ömer Faruk Ertuğrul, Josep M Guerrero m. fl.
Häftad, 2025
1692 kr
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This book explores the ongoing debate between shallow and deep learning in the field of machine learning. It provides a comprehensive survey of machine learning methods, from shallow learning to deep learning, and examines their applications across various domains. Shallow Learning vs Deep …
Large Language Models for Sustainable Urban Development
Av Nitin Liladhar Rane, Suraj Kumar Mallick m. fl.
Inbunden, 2025
2243 kr
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With rapid urbanization defining the 21st Century, cities face mounting challenges in achieving sustainability, equity, and functionality. This book explores how innovative technologies such as Artificial Intelligence (AI) and Large Language Models (LLMs) can transform urban development by offering …
Large Language Models for Sustainable Urban Development
Av Nitin Liladhar Rane, Suraj Kumar Mallick m. fl.
Häftad, 2026
2253 kr
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With rapid urbanization defining the 21st Century, cities face mounting challenges in achieving sustainability, equity, and functionality. This book explores how innovative technologies such as Artificial Intelligence (AI) and Large Language Models (LLMs) can transform urban development by offering …
Advanced Large Language Model Operations
Best Practices and Key Concepts
Av David Stroud
Inbunden, 2027
764 kr
Kommande
This book presents a practitioner-oriented treatment of LLMOps: the engineering discipline required to deploy, scale, and govern large language model systems in production. Advanced Large Language Model Operations explains why LLM deployments differ from classical MLOps — due to cost/latency …
Thinking Data Science
A Data Science Practitioner’s Guide
Inbunden, 2027
1290 kr
Kommande
This definitive guide to machine learning projects answers the questions aspiring and experienced data scientists frequently face. Are you unsure which technology to use for your ML development? Should you choose GOFAI, ANN/DNN, or transfer learning? Can you rely on AutoML for model development? …
Unlocking Unstructured Data
Transforming Public Services with Large Language Models
Av Hossein Mohammadi Rouzbahani
Inbunden, 2027
2115 kr
Kommande
This book explores how Large Language Models can help public organizations turn previously unusable information into actionable insight. Government agencies collect enormous volumes of handwritten forms, PDFs, free-text responses, case notes, and other unstructured content, yet much of it remains …
Sustainable AI Techniques for Real-Time Risk Monitoring
Av Abu Sarwar Zamani, Aisha Hassan Abdalla Hashim m. fl.
Inbunden, 2026
2178 kr
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Sustainable AI Techniques for Real-Time Risk Monitoring offers a comprehensive examination of energy-efficient artificial intelligence approaches for hazard detection in smart environments. The book begins by identifying the limitations of traditional AI models —particularly their high …
Reinforcement Learning for the Transportation Industry
A Guide to Implementing RL in Real-world Transportation Scenarios
Av Pethuru Raj Chelliah, Sundaravadivazhagan Balasubramanian m. fl.
Inbunden, 2027
1781 kr
Kommande
This book provides a comprehensive exploration of reinforcement learning and its transformative applications in transportation systems. Reinforcement Learning for the Transportation Industry begins with the technical foundations of RL, covering core architectures, formal frameworks, and major …
