لیست کتاب های کلمه کلیدی: #Machine Learning

Knowledge Discovery in Inductive Databases: 5th International Workshop, KDID 2006 Berlin, Germany, September 18th, 2006 Revised Selected and Invited Papers ... Applications, incl. Internet/Web, and HCI)
Published on: 2007
Beginner Unordered English

This book constitutes the thoroughly refereed joint postproceedings of the 5th International Workshop on Knowledge Discovery in Inductive Databases, KDID …

Knowledge Discovery Inductive Databases Data Mining Machine Learning Applications
Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany,
Published on: 2006
Beginner Unordered English

This book constitutes the refereed proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, …

Data Mining Knowledge Discovery Machine Learning Algorithms Conference Proceedings
Knowledge Discovery in Inductive Databases: 5th International Workshop, KDID 2006 Berlin, Germany, September 18, 2006 Revised Selected and Invited Papers
Published on: 2007
Beginner Unordered English

This book constitutes the thoroughly refereed joint postproceedings of the 5th International Workshop on Knowledge Discovery in Inductive Databases, KDID …

Knowledge Discovery Inductive Databases Machine Learning Data Mining KDID 2006
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I
Published on: 2009
Beginner Unordered English

This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD …

Machine Learning Knowledge Discovery ECML PKDD Databases Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I
Published on: 2010
Beginner Unordered English

This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD …

Machine Learning Knowledge Discovery Databases ECML PKDD Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part I
Published on: 2008
Beginner Unordered English

This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD …

Machine Learning Knowledge Discovery Databases ECML PKDD Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III
Published on: 2010
Beginner Unordered English

This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD …

Machine Learning Knowledge Discovery Databases ECML PKDD Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II
Published on: 2011
Beginner Unordered English

This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine …

Machine Learning Knowledge Discovery Databases ECML PKDD 2011 Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part I
Published on: 2011
Beginner Unordered English

This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine …

Machine Learning Knowledge Discovery Databases ECML PKDD 2011 Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part III
Published on: 2011
Beginner Unordered English

This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine …

Machine Learning Knowledge Discovery Databases ECML PKDD Proceedings
AI and Machine Learning Paradigms for Health Monitoring System: Intelligent Data Analytics
Published on: 2021
Beginner Unordered English

This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the …

AI Machine Learning Health Monitoring Analytics
Explainable AI in Healthcare: Unboxing Machine Learning for Biomedicine (Analytics and AI for Healthcare)
Published on: 2023
Beginner Unordered English

This book combines technology and the medical domain. It covers advances in computer vision (CV) and machine learning (ML) that …

Explainability AI Healthcare Machine Learning Biomedicine
Explainable and Interpretable Models in Computer Vision and Machine Learning
Published on: 2018
Beginner Unordered English

This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer …

Explainability Interpretability Machine Learning Computer Vision Models
Manning Early Access Program Interpretable AI Building explainable machine learning systems Version 2
Published on: 2020
Beginner Unordered English

Interpretable AI Explainable Machine Learning Systems
Interpretable AI: Building explainable machine learning systems
Published on: 2022
Beginner Unordered English

AI doesn’t have to be a black box. These practical techniques help shine a light on your model’s mysterious inner …

Explainability Interpretability AI Machine Learning Systems
A Practical Approach for Machine Learning and Deep Learning Algorithms: Tools and Techniques Using MATLAB and Python
Published on:
Beginner Unordered English

MATLAB Python Machine Learning Deep Learning Algorithms
Fundamentals of Machine Learning and Deep Learning in Medicine
Published on: 2022
Beginner Unordered English

This book provides an accessible introduction to the foundations of machine learning and deep learning in medicine for medical students, …

Machine Learning Deep Learning Medicine Healthcare AI
Advanced Platform Development with Kubernetes: Enabling Data Management, the Internet of Things, Blockchain, and Machine Learning
Published on: 2020
Beginner Unordered English

Leverage Kubernetes for the rapid adoption of emerging technologies. Kubernetes is the future of enterprise platform development and has become …

Kubernetes Data Management IoT Blockchain Machine Learning
Kubernetes for MLOps - Scaling Enterprise Machine Learning, Deep Learning, and AI
Published on:
Beginner Unordered English

Enterprise interest in machine learning and artificial intelligence continues to grow, with organizations dedicating increasingly large teams and resources to …

Kubernetes MLOps Scaling Machine Learning AI
Machine Learning on Kubernetes: A practical handbook for building and using a complete open source machine learning platform on Kubernetes
Published on: 2022
Beginner Unordered English

Build a Kubernetes-based self-serving, agile data science and machine learning ecosystem for your organization using reliable and secure open source …

Kubernetes Machine Learning Open Source Platform Handbook
Principles of Data Mining (Undergraduate Topics in Computer Science)
Published on: 2016
Beginner Unordered English

This book explains the principal techniques of data mining, for classification, association rule mining and clustering. Each topic is clearly …

Data Mining Algorithms Machine Learning Classification Clustering
Principles of Data Science (Transactions on Computational Science and Computational Intelligence)
Published on: 2020
Beginner Unordered English

This book provides readers with a thorough understanding of various research areas within the field of data science. The book …

Data Science Machine Learning Analytics Big Data Computational
Principles of Data Mining and Knowledge Discovery: 6th European Conference, PKDD 2002, Helsinki, Finland, August 19–23, 2002, Proceedings (Lecture Notes in Computer Science, 2431)
Published on: 2002
Beginner Unordered English

We are pleased to present the proceedings of the 13th European Conference on Machine Learning (LNAI 2430) and the 6th …

Data Mining Knowledge Discovery PKDD 2002 Machine Learning Algorithms
Machine Learning at Scale with H2O: A practical guide to building and deploying machine learning models on enterprise systems
Published on: 2022
Beginner Unordered English

Build predictive models using large data volumes and deploy them to production using cutting-edge techniquesKey FeaturesBuild highly accurate state-of-the-art machine …

Machine Learning H2O Deployment Enterprise Models
From Curve Fitting to Machine Learning: An Illustrative Guide to Scientific Data Analysis and Computational Intelligence
Published on: 2011
Beginner Unordered English

The analysis of experimental data is at heart of science from its beginnings. But it was the advent of digital …

Machine Learning Data Analysis Computational Intelligence Curve Fitting Scientific Methods
Learning from Data: Artificial Intelligence and Statistics V
Published on: 1996
Beginner Unordered English

Ten years ago Bill Gale of AT&T Bell Laboratories was primary organizer of the first Workshop on Artificial Intelligence and …

AI Statistics Machine Learning Data Analysis Algorithms
Artificial Intelligence for Data Science in Theory and Practice
Published on: 2022
Beginner Unordered English

This book provides valuable information on effective, state-of-the-art techniques and approaches for governments, students, researchers, practitioners, entrepreneurs and teachers in …

Artificial Intelligence Data Science Theory Practice Machine Learning
Data Science in Practice, 1st Edition
Published on: 2023
Beginner Unordered English

Data Science in Practice is the ideal introduction to data science. With or without math skills, here, you get the …

Data Science Analytics Machine Learning Data Visualization Applications
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks
Published on: 2018
Beginner Unordered English

Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as …

Deep Learning Neural Networks Case-Based Machine Learning AI
Applied deep learning with PyTorch: demystify neural networks with PyTorch
Published on: 2019
Beginner Unordered English

Deep Learning PyTorch Neural Networks AI Machine Learning
Applied Deep Learning with Keras: Solve complex real-life problems with the simplicity of Keras
Published on: 2019
Beginner Unordered English

Deep Learning Keras Neural Networks AI Machine Learning
Applied Machine Learning for Health and Fitness: A Practical Guide to Machine Learning with Deep Vision, Sensors and IoT
Published on: 2020
Beginner Unordered English

Explore the world of using machine learning methods with deep computer vision, sensors and data in sports, health and fitness …

Machine Learning Health Fitness Sensors IoT
Data Science: An Introduction to Statistics and Machine Learning
Published on: 2023
Beginner Unordered English

This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of Data Science. It covers …

Statistics Machine Learning Data Analysis Algorithms Python
Deep Learning. Practical Neural Networks with Java
Published on: 2017
Beginner Unordered English

About This Book Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries. …

Deep Learning Neural Networks Java Machine Learning AI
Machine Learning: Modeling Data Locally and Globally (Advanced Topics in Science and Technology in China)
Published on: 2008
Beginner Unordered English

Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate different …

Machine Learning Data Modeling Local Methods Global Methods Advanced Topics
Statistical learning and data science
Published on: 2011
Beginner Unordered English

Data analysis is changing fast. Driven by a vast range of application domains and affordable tools, machine learning has become …

Statistics Machine Learning Data Analysis Algorithms Prediction
Data Science, Learning by Latent Structures, and Knowledge Discovery
Published on: 2015
Beginner Unordered English

This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, …

Data Science Latent Structures Knowledge Discovery Machine Learning Data Analysis
Machine Learning and Data Mining Approaches to Climate Science: Proceedings of the 4th International Workshop on Climate Informatics
Published on: 2015
Beginner Unordered English

This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to …

Machine Learning Data Mining Climate Science Informatics Workshop
Learning to Love Data Science: Explorations of Emerging Technologies and Platforms for Predictive Analytics, Machine Learning, Digital Manufacturing and Supply Chain Optimization
Published on: 2015
Beginner Unordered English

Until recently, many people thought big data was a passing fad. "Data science" was an enigmatic term. Today, big data …

Data Science Predictive Analytics Machine Learning Digital Manufacturing Supply Chain
Advances in Applied Artificial Intelligence
Published on: 2006
Beginner Unordered English

Whether any one technology will prove to be the central one in creating artificial intelligence, or whether a combination of …

AI Machine Learning Applications Technology Innovations

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