Description: About this Item The item is a book Hardback The Author Name is Xavier Vasques The Title is Machine Learning Theory and Applications : Hands-on Use Cases with Python on Classical and Quantum Machines Condition New Other Comments Pages Count - 508. Binding type - Hardcover. Content Language - English Category - COMPUTERS / Data Science / Data Analytics Product Description - Machine Learning Theory and Applications Enables readers to understand mathematical concepts behind data engineering and machine learning algorithms and apply them using open-source Python libraries Machine Learning Theory and Applications delves into the realm of machine learning and deep learning, exploring their practical applications by comprehending mathematical concepts and implementing them in real-world scenarios using Python and renowned open-source libraries. This comprehensive guide covers a wide range of topics, including data preparation, feature engineering techniques, commonly utilized machine learning algorithms like support vector machines and neural networks, as well as generative AI and foundation models. To facilitate the creation of machine learning pipelines, a dedicated open-source framework named hephAIstos has been developed exclusively for this book. Moreover, the text explores the fascinating domain of quantum machine learning and offers insights on executing machine learning applications across diverse hardware technologies such as CPUs, GPUs, and QPUs. Finally, the book explains how to deploy trained models through containerized applications using Kubernetes and OpenShift, as well as their integration through machine learning operations MLOps. Additional topics covered in Machine Learning Theory and Applications include: Current use cases of AI, including making predictions, recognizing images and speech, performing medical diagnoses, creating intelligent supply chains, natural language processing, and much moreClassical and quantum machine learning algorithms such as quantum-enhanced Support Vector Machines QSVMs, QSVM multiclass classification, quantum neural networks, and quantum generative adversarial networks qGANsDifferent ways to manipulate data, such as handling missing data, analyzing categorical data, or processing time-related dataFeature rescaling, extraction, and selection, and how to put your trained models to life and production through containerized applicationsMachine Learning Theory and Applications is an essential resource for data scientists, engineers, and IT specialists and architects, as well as students in computer science, mathematics, and bioinformatics. The reader is expected to understand basic Python programming and libraries such as NumPy or Pandas and basic mathematical concepts, especially linear algebra. We Use Stock Images Because we have over 2 million items for sale we have to use stock images, this listing does not include the actual image of the item for sale. The purchase of this specific item is made with the understanding that the image shown in this listing is a stock image and not the actual item for sale. For example: some of our stock images include stickers, labels, price tags, hyper stickers, obi's, promotional messages, signatures and or writing which may not be available in the actual item. When possible we will add details of the items we are selling to help buyers know what is included in the item for sale. The details are provided automatically from our central master database and can sometimes be wrong. Books are released in many editions and variations, such as standard edition, re-issue, not for sale, promotional, special edition, limited edition, and many other editions and versions. The Book you receive could be any of these editions or variations. If you are looking for a specific edition or version please contact us to verify what we are selling. Gift IdeasThis is a great Christmas gift idea. Hours of ServiceWe have many warehouses, some of the warehouses process orders seven days a week, but the Administration Support Staff are located at a head office location, outside of the warehouses, and typically work only Monday to Friday. Location ID 9000z iHaveit SKU ID 165579031
Price: 99.35 USD
Location: US
End Time: 2024-11-10T16:18:34.000Z
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Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
Fiction/Non-Fiction: Non-Fiction
Genre/Subject: COMPUTERS / Data Science / Data Analytics
Brand: John Wiley & Sons Inc
Weight: 1.46
Style: NA
Title: Machine Learning Theory and Applications Hands-on Use Cases wit
Release Title: Machine Learning Theory and Applications Hands-on Use Cases wit
Record Grading: New
Sleeve Grading: New
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Film/TV Title: Machine Learning Theory and Applications Hands-on Use Cases wi
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Movie/TV Title: Machine Learning Theory and Applications Hands-on Use Cases wi
UPC: 9781394220618
EAN: 9781394220618
ISBN: 9781394220618
Binding Type: Hardcover
Main Stone: NA
Metal Purity: NA
Metal: NA
Connectivity: NA
Model: NA
Number of Pages: 512 Pages
Publication Name: Machine Learning Theory and Applications : Hands-On Use Cases with Python on Classical and Quantum Machines
Language: English
Publisher: Wiley & Sons, Incorporated, John
Publication Year: 2024
Item Height: 1.5 in
Subject: General, Databases / Data Mining
Type: Textbook
Item Weight: 58.4 Oz
Item Length: 11.1 in
Subject Area: Computers, Science
Author: Xavier Vasques
Item Width: 8.8 in
Format: Hardcover
