Books in category of Machine Learning

Advances in Distributed Computing and Machine Learning: Proceedings of ICADCML 2023
Published on: 2023
Beginner Machine Learning English

This book is a collection of peer-reviewed best selected research papers presented at the Fourth International Conference on Advances in …
Distributed Artificial Intelligence: A Modern Approach
Published on: 2021
Beginner Machine Learning English

Optimization in Large Scale Problems: Industry 4.0 and Society 5.0 Applications
Published on: 2019
Beginner Machine Learning English

This volume provides resourceful thinking and insightful management solutions to the many challenges that decision makers face in their predictions, …

Optimization Industry 4.0 Society 5.0 Large-scale Applications
COMPSTAT 2006 - Proceedings in Computational Statistics: 17th Symposium Held in Rome, Italy, 2006
Published on: 2006
Beginner Machine Learning English

The book provides new developments in data analysis and statistical multivariate methods, computational statistics and algorithms, including new topics which …

computational statistics symposium proceedings Rome
Adaptive Dynamics of Infectious Diseases: In Pursuit of Virulence Management
Published on: 2002
Beginner Machine Learning English

This monograph takes stock of our current knowledge on the evolutionary ecology of infectious diseases, and sets out the goals …

Virulence Evolution Ecology Epidemiology Management
Handbook of robust low-rank and sparse matrix decomposition: applications in image and video processing
Published on: 2016
Beginner Machine Learning English

MatrixDecomposition ImageProcessing VideoProcessing LowRank SparseMatrix
Artificial Intelligence By Example: Develop machine intelligence from scratch using real artificial intelligence use cases
Published on: 2018
Beginner Machine Learning English

Be an adaptive thinker that leads the way to Artificial Intelligence Key Features • AI-based examples to guide you in …
Integration of process planning and scheduling : approaches and algorithms
Published on: 2020
Beginner Machine Learning English

"Both process planning and scheduling are very important functions of manufacturing, which affects together the cost to manufacture a product …
Nature Inspired Optimization for Electrical Power System (Algorithms for Intelligent Systems)
Published on: 2020
Beginner Machine Learning English

This book presents a wide range of optimization methods and their applications to various electrical power system problems such as …

Optimization Algorithms Electrical Power Systems
Machine Learning and Data Mining for Sports Analytics: 9th International Workshop, MLSA 2022, Grenoble, France, September 19, 2022, Revised Selected Papers
Published on: 2023
Beginner Machine Learning English

This book constitutes the refereed proceedings of the 9th International Workshop on Machine Learning and Data Mining for Sports Analytics, …

Machine Learning Data Mining Sports Analytics Workshop MLSA 2022
Computational Learning Theory: Third European Conference, EuroCOLT '97 Jerusalem, Israel, March 17–19, 1997 Proceedings
Published on: 1997
Beginner Machine Learning English

This book constitutes the refereed proceedings of the Third European Conference on Computational Learning Theory, EuroCOLT'97, held in Jerusalem, Israel, …
Machine and Deep Learning Algorithms and Applications
Published on: 2021
Beginner Machine Learning English

This book introduces basic machine learning concepts and applications for a broad audience that includes students, faculty, and industry practitioners. …

MachineLearning DeepLearning Algorithms Applications DataScience
Artificial Intelligence: A Modern Approach, 3rd Edition
Published on: 2016
Beginner Machine Learning English

Artificial Intelligence: A Modern Approach introduces basic ideas in artificial intelligence from the perspective of building intelligent agents, which the …
Deep Learning: Engage the World Change the World
Published on: 2017
Beginner Machine Learning English

Deep Learning has claimed the attention of educators and policymakers around the world. This book not only defines what deep …

Deep Learning Engagement Education Innovation Transformation
Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction: 6th China Conference, CCKS 2021, Guangzhou, China, ... in Computer and Information Science)
Published on: 2021
Unordered Machine Learning English

This book constitutes the refereed proceedings of the 6th China Conference on Knowledge Graph and Semantic Computing, CCKS 2021, held …

Knowledge Graph Semantic Computing Infrastructure CCKS 2021 Computer Science
3-D Computer Vision: Principles, Algorithms and Applications
Published on: 2023
Beginner Machine Learning English

This textbook offers advanced content on computer vision (basic content can be found in its prerequisite textbook, "2D Computer Vision: …
The Psychology of Artificial Superintelligence (Cognitive Systems Monographs, 42)
Published on: 2021
Beginner Machine Learning English

This book explores the psychological impact of advanced forms of artificial intelligence. How will it be to live with a …
Life 3.0: Being Human in the Age of Artificial Intelligence
Published on: 2017
Beginner Machine Learning English

""Blending cutting-edge science, philosophy, and technology, Max Tegmark's 'Life 3.0: Being Human in the Age of Artificial Intelligence' poses a …

Artificial Intelligence Human Age Technology
Intelligent Data Engineering and Automated Learning — IDEAL 2000. Data Mining, Financial Engineering, and Intelligent Agents: Second International Conference Shatin, N.T., Hong Kong, China, December 13–15, 2000 Proceedings
Published on: 2000
Unordered Machine Learning English

X Table of Contents Table of Contents XI XII Table of Contents Table of Contents XIII XIV Table of Contents …

Data Mining Financial Engineering Intelligent Agents IDEAL 2000 Proceedings
2D Computer Vision: Principles, Algorithms and Applications
Published on: 2023
Beginner Machine Learning English

This special compendium introduces the basic principles, typical methods and practical techniques of 2D computer vision. The volume comprehensively covers …
Machine Learning for Hackers
Published on: 2012
Beginner Machine Learning English

If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of …
The Art of Statistics: How to Learn From Data
Published on: 2019
Beginner Machine Learning English

The definitive guide to statistical thinkingStatistics are everywhere, as integral to science as they are to business, and in the …

Statistics Data Analysis Interpretation Learning
Optimization for Data Analysis
Published on: 2022
Beginner Machine Learning English

Optimization techniques are at the core of data science, including data analysis and machine learning. An understanding of basic optimization …

optimization algorithms data analysis techniques
Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks
Published on: 2009
Beginner Machine Learning English

This book really helps in bridging formalism to understanding by providing lots of examples and walking through the examples. It's …

Bayesian Bioinformatics Probabilistic Networks Algorithms
MACHINE LEARNING WITH PYTORCH AND SCIKIT-LEARN : develop machine learning and deep learning... models with scikit-learn and pytorch.
Published on: 2022
Intermediate Machine Learning English

PyTorch scikit-learn machine learning deep learning models
Modern Time Series Forecasting with Python: Explore industry-ready time series forecasting using modern machine learning and deep learning
Published on: 2022
Unordered Machine Learning English

Build real-world time series forecasting systems which scale to millions of time series by applying modern machine learning and deep …

Python Time Series Forecasting Machine Learning Deep Learning
Machine Learning and Data Mining for Sports Analytics: 10th International Workshop, MLSA 2023, Turin, Italy, September 18, 2023, Revised Selected Papers
Published on:
Beginner Machine Learning English

Machine Learning Data Mining Sports Analytics MLSA 2023 Turin
Practical Machine Learning with Python: A Problem-Solver’s Guide to Building Real-World Intelligent Systems
Published on: 2017
Beginner Machine Learning English

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples …
Evolutionary Computation for Modeling and Optimization (Interdisciplinary Applied Mathematics)
Published on: 2005
Beginner Machine Learning English

Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets. Lots of applications and test problems, …

Algorithms Adaptation Optimization Simulation Multi-objective
Network-Based Distributed Planning Using Coevolutionary Algorithms (Intelligent Control and Intelligent Automation - Vol. 13)
Published on: 2004
Beginner Machine Learning English

In this book, efficient and scalable coevolutionary algorithms for distributed, network-based decision-making, which utilize objective functions are developed in a …
The Singularity Is Near: When Humans Transcend Biology
Published on: 2005
Advanced Machine Learning English

His first book "Age of Spiritual machines" was great. This was a great follow up."

Futurism Transcendence AI Technology Evolution
An Introduction to Machine Learning
Published on: 2015
Beginner Machine Learning English

This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical …
Distributed Machine Learning Patterns
Published on: 2024
Beginner Machine Learning English

Practical patterns for scaling machine learning from your laptop to a distributed cluster. In Distributed Machine Learning Patterns you will …
Computational Genome Analysis: An Introduction (Statistics for Biology & Health S)
Published on: 2005
Beginner Machine Learning English

This book presents the foundations of key problems in computational molecular biology and bioinformatics. It focuses on computational and statistical …

Genomics Bioinformatics Algorithms Data Analysis Statistics
Nature-Inspired Optimization Algorithms
Published on: 2014
Beginner Machine Learning English

Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm …

Bio-inspired Evolutionary Heuristic Swarm Algorithms
Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence
Published on: 2000
Beginner Machine Learning English

Humans Need Not Apply: A Guide to Wealth and Work in the Age of Artificial Intelligence
Published on: 2015
Beginner Machine Learning English

After billions of dollars and fifty years of effort, researchers are finally cracking the code on artificial intelligence. As society …

Artificial Intelligence Future of Work Wealth Automation Employment
Computational Imaging and Analytics in Biomedical Engineering: Algorithms and Applications (AAP Series on Digital Signal Processing, Computer Vision and Image Processing)
Published on: 2024
Beginner Machine Learning English

This new book focuses on mathematical and numerical methods for medical images and data. The book presents the various mathematical …
Computational Learning Theory: 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001 Amsterdam, The Netherlands, July 16–19, 2001 Proceedings
Published on: 2001
Beginner Machine Learning English

This book constitutes the refereed proceedings of the 14th Annual and 5th European Conferences on Computational Learning Theory, COLT/EuroCOLT 2001, …
Machine learning with Go: implement regression, classification, clustering, time-series models, neural networks, and more using the Go programming language
Published on: 2017
Unordered Machine Learning English

Go Machine Learning Regression Clustering Neural Networks

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Welcome to the World of Machine Learning

Machine Learning, a subset of artificial intelligence, focuses on the development of algorithms that enable computers to learn from and act on data. It's a rapidly evolving field that is transforming industries worldwide. At Refhub.ir, we offer a comprehensive collection of machine learning books to cater to everyone from beginners to seasoned professionals.

Why Explore Machine Learning Books?

Described as one of the most exciting technologies of our time, Machine Learning is at the forefront of technological evolution. Reading books in this field not only equips you with foundational knowledge but also keeps you updated with the latest advancements and methodologies. Our carefully curated selection of books covers a wide range of topics including predictive analytics, neural networks, deep learning, and natural language processing.

Books for Every Level

Whether you're just starting out or looking to deepen your understanding of complex algorithms, our Machine Learning category has something for you.

Beginners can dive into introductory books that break down the basics of ML models, data processing, and essential algorithms in an easy-to-understand manner. Advanced learners and specialists will appreciate technical books that delve into sophisticated machine learning models and techniques, practical case studies, and real-world applications.

Key Topics Covered

Our collection focuses on both foundational concepts and cutting-edge developments in Machine Learning.

  • Supervised and Unsupervised Learning
  • Neural Networks and Deep Learning
  • Data Preprocessing Techniques
  • Reinforcement Learning
  • Machine Learning for Big Data
  • Natural Language Processing and Computer Vision
  • Ethical Considerations and Bias in Machine Learning

Benefits of Learning Machine Learning

Mastering machine learning can unlock new career opportunities and enhance your data-driven decision-making skills. Learning from our selection of books will help you to:

  • Understand and apply machine learning algorithms to solve real-world problems.
  • Develop and deploy ML models effectively.
  • Harness the power of data for strategic insights.
  • Stay updated with the latest technological trends and innovations.

Enhance Your Learning Experience

Our online platform is designed to enhance your book-browsing experience with user-friendly features and intuitive categorization. With dedicated support and periodic updates to our catalog, Refhub.ir is your ideal partner in mastering machine learning.

Stay Ahead in Your Field

The field of Machine Learning is rapidly evolving, and staying ahead of the curve is essential. Whether your interest lies in theoretical concepts or practical applications, our diverse selection of books offers the resources you need to excel.

Embrace the power of learning and equip yourself with the knowledge to thrive in today's digital world. Explore our Machine Learning category and make your learning journey both insightful and enriching.