--- product_id: 56776424 title: "Fundamentals of Machine Learning for Predictive Data Analytics – Algorithms, Worked Examples, and Case Studies" brand: "john d. kelleher, brian mac namee, aoife d`arcy" price: "฿8275" currency: THB in_stock: true reviews_count: 9 url: https://www.desertcart.co.th/products/56776424-fundamentals-of-machine-learning-for-predictive-data-analytics-algorithms-worked store_origin: TH region: Thailand --- # Fundamentals of Machine Learning for Predictive Data Analytics – Algorithms, Worked Examples, and Case Studies **Brand:** john d. kelleher, brian mac namee, aoife d`arcy **Price:** ฿8275 **Availability:** ✅ In Stock ## Quick Answers - **What is this?** Fundamentals of Machine Learning for Predictive Data Analytics – Algorithms, Worked Examples, and Case Studies by john d. kelleher, brian mac namee, aoife d`arcy - **How much does it cost?** ฿8275 with free shipping - **Is it available?** Yes, in stock and ready to ship - **Where can I buy it?** [www.desertcart.co.th](https://www.desertcart.co.th/products/56776424-fundamentals-of-machine-learning-for-predictive-data-analytics-algorithms-worked) ## Best For - john d. kelleher, brian mac namee, aoife d`arcy enthusiasts ## Why This Product - Trusted john d. kelleher, brian mac namee, aoife d`arcy brand quality - Free international shipping included - Worldwide delivery with tracking - 15-day hassle-free returns ## Description A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals. ## Technical Specifications | Specification | Value | |---------------|-------| | Best Sellers Rank | 2,513 in Computer Information Systems | | Dimensions | 18.57 x 2.69 x 23.65 cm | | Isbn 10 | 0262029448 | | Isbn 13 | 978-0262029445 | | Item Weight | 1.04 kg | | Language | English | | Print Length | 624 pages | | Publication Date | 4 Sept. 2015 | | Publisher | MIT Press | | Reading Age | 18 years and up | ## Images ![Fundamentals of Machine Learning for Predictive Data Analytics – Algorithms, Worked Examples, and Case Studies - Image 1](https://m.media-amazon.com/images/I/81B6L0ODBrL.jpg) ## Available Options This product comes in different **Format** options. ## Customer Reviews ### ⭐⭐⭐⭐⭐ Five Stars *by on Reviewed in the United Kingdom 17 August 2016* Of all the machine learning books I have read to date, I have found this book the most digestible.I like the way the book is structured: information-based learning, similarity-based learning, probability-based learning, error-based learning.Each chapter includes exercises that help reinforce learning but are enjoyable to tackle at the same time.The case studies provide further insights and reinforce the applied approach the book takes to understanding machine learning for predictive analytics. ### ⭐⭐⭐⭐⭐ Amazing, informative, and comprehensive *by on Reviewed in the United Kingdom 22 October 2020* Well packed. One of the most amazing, informative, and comprehensive machine learning books. Presents information in a great way and well structured with great case studiesHighly recommended! ### ⭐⭐⭐⭐⭐ Analytics; from A to Z. *by on Reviewed in the United Kingdom 23 March 2017* I've received this book as part of The Analytics Store three day course on Fundamentals of Machine Learning. Both the book and course provide great insight into the role of a data scientist, the preparations required to carry out analytics, and the range of analytic model that can be used. There are plenty of examples and case studies to illustrate, and the material is approachable and very useful as an ongoing reference book. ## Frequently Bought Together - Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies - Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems --- ## Why Shop on Desertcart? - 🛒 **Trusted by 1.3+ Million Shoppers** — Serving international shoppers since 2016 - 🌍 **Shop Globally** — Access 737+ million products across 21 categories - 💰 **No Hidden Fees** — All customs, duties, and taxes included in the price - 🔄 **15-Day Free Returns** — Hassle-free returns (30 days for PRO members) - 🔒 **Secure Payments** — Trusted payment options with buyer protection - ⭐ **TrustPilot Rated 4.5/5** — Based on 8,000+ happy customer reviews **Shop now:** [https://www.desertcart.co.th/products/56776424-fundamentals-of-machine-learning-for-predictive-data-analytics-algorithms-worked](https://www.desertcart.co.th/products/56776424-fundamentals-of-machine-learning-for-predictive-data-analytics-algorithms-worked) --- *Product available on Desertcart Thailand* *Store origin: TH* *Last updated: 2026-11-07*