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Machine Learning, revised and updated edition - Ethem Alpaydin - Bog - MIT Press Ltd - Plusbog.dk

Machine Learning, revised and updated edition - Ethem Alpaydin - Bog - MIT Press Ltd - Plusbog.dk

MIT presents a concise primer on machine learning—computer programs that learn from data and the basis of applications like voice recognition and driverless cars. No in-depth knowledge of math or programming required! Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition—as well as some we don’t yet use every day, including driverless cars. It is the basis for a new approach to artificial intelligence that aims to program computers to use example data or past experience to solve a given problem. In this volume in the MIT Press Essential Knowledge series, Ethem Alpaydin offers a concise and accessible overview of “the new AI.” This expanded edition offers new material on such challenges facing machine learning as privacy, security, accountability, and bias. Alpaydin explains that as Big Data has grown, the theory of machine learning—the foundation of efforts to process that data into knowledge—has also advanced. He covers: • The evolution of machine learning • Important learning algorithms and example applications • Using machine learning algorithms for pattern recognition • Artificial neural networks inspired by the human brain • Algorithms that learn associations between instances • Reinforcement learning • Transparency, explainability, and fairness in machine learning • The ethical and legal implicates of data-based decision making A comprehensive introduction to machine learning, this book does not require any previous knowledge of mathematics or programming—making it accessible for everyday readers and easily adoptable for classroom syllabi.

DKK 155.00
1

Machine Learners - Adrian (professor Mackenzie - Bog - MIT Press Ltd - Plusbog.dk

Machine Learners - Adrian (professor Mackenzie - Bog - MIT Press Ltd - Plusbog.dk

If machine learning transforms the nature of knowledge, does it also transform the practice of critical thought? Machine learning—programming computers to learn from data—has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation systems, finance, surveillance, and robotics use machine learning. Machine learning devices (sometimes understood as scientific models, sometimes as operational algorithms) anchor the field of data science. They have also become mundane mechanisms deeply embedded in a variety of systems and gadgets. In contexts from the everyday to the esoteric, machine learning is said to transform the nature of knowledge. In this book, Adrian Mackenzie investigates whether machine learning also transforms the practice of critical thinking. Mackenzie focuses on machine learners—either humans and machines or human-machine relations—situated among settings, data, and devices. The settings range from fMRI to Facebook; the data anything from cat images to DNA sequences; the devices include neural networks, support vector machines, and decision trees. He examines specific learning algorithms—writing code and writing about code—and develops an archaeology of operations that, following Foucault, views machine learning as a form of knowledge production and a strategy of power. Exploring layers of abstraction, data infrastructures, coding practices, diagrams, mathematical formalisms, and the social organization of machine learning, Mackenzie traces the mostly invisible architecture of one of the central zones of contemporary technological cultures. Mackenzie''s account of machine learning locates places in which a sense of agency can take root. His archaeology of the operational formation of machine learning does not unearth the footprint of a strategic monolith but reveals the local tributaries of force that feed into the generalization and plurality of the field.

DKK 333.00
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Discovering Machine Knitting - Kandy Diamond - Bog - The Crowood Press Ltd - Plusbog.dk

Discovering Machine Knitting - Kandy Diamond - Bog - The Crowood Press Ltd - Plusbog.dk

The ultimate guide to machine knitting. This book has been designed to help you demystify machine knitting. Perfect for beginners, it starts with how the machine works and how stitches are formed, all the way through to shaping garment panels to your desired size and fit. Each chapter focuses on different skills that build throughout the book, with lots of projects so you can put the skills into practice and make some knits for yourself. Designer Profiles at the end of each chapter showcase the work of professional machine knitters to provide context, inspiration and celebrate the huge potential for creativity in machine knitting. From troubleshooting and looking after the machine to using more advanced techniques such as intarsia and shaping, this book will help you fall in love with your knitting machine. If you work through the step-by-step instructions and projects in this book, by the end of it you will be designing and knitting your own garments!

DKK 182.00
1

Machine Embroidered Art - Alison Holt - Bog - Search Press Ltd - Plusbog.dk

Machine Embroidered Art - Alison Holt - Bog - Search Press Ltd - Plusbog.dk

This is a must-have instructional and inspirational book for anyone interested in free-motion embroidery. Drawing on new material, as well as that previously published as The Beginner’s Guide to Machine Embroidered Flowers , The Beginner’s Guide to Machine Embroidered Landscapes, Machine Embroidered Seascapes and Machine Embroidered Woodlands , this book provides a showcase of Alison Holt’s exquisite machine embroideries. Learn how to create beautiful machine-embroidered pictures of all aspects of the landscape, from formal gardens and flowers to romantic seascapes, landscapes and woodlands using various combinations of just two simple machine stitches. Information on silk painting and colour mixing is also included. All the techniques are broken down into clear, step-by-step instructions, with numerous helpful photographs and a great range of inspirational pieces. Alison ''paints'' her threads on to hand-coloured backgrounds, blending her stitches and achieving stunning results. This book covers everything, including the materials required; how to compose a picture from photographs that have inspired you; achieving perspective; light and shade; painting backgrounds; and all the basic stitch techniques you need to know. There are stunning step-by-step projects so that the reader can put into practise his or her newly-acquired skills.

DKK 202.00
1

Machine Embroidery - Claire Fell - Bog - The Crowood Press Ltd - Plusbog.dk

Machine Embroidery - Claire Fell - Bog - The Crowood Press Ltd - Plusbog.dk

Embroidering with a sewing machine is exciting, immediate and affordable; this practical book shows you how to do it. Packed with encouraging advice, it introduces the sewing machine before explaining how to design, plan and make your own embroideries and turn them into finished items to treasure. Topics covered include: learning how to set up the machine and carry out basic cleaning and maintenance; discovering which thread types, fabrics and mixed media elements are most suitable for machine embroideries; exploring how to use the pressure foot to turn functional utility stitches into exciting surface decoration; working freely with dropped feeder teeth and an embroidery foot, and learning how to alter the tension to create different effects and finally, using soluble film to enhance your pictures, and stitch realistic thread paintings of landscape, animal and bird embroideries. With over 900 colour photographs and illustrations, it is the perfect companion for both those new to machine embroidery and those looking for new ideas and inspiration.

DKK 244.00
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American Milling Machine Builders 1820-1920 - Kenneth L. Cope - Bog - Astragal Press - Plusbog.dk

American Milling Machine Builders 1820-1920 - Kenneth L. Cope - Bog - Astragal Press - Plusbog.dk

Continuing the pattern set by American Lathe Builders and American Planer, Shaper and Slotter Builders, this is the first book to identify American builders of milling machines and the products they invented circa 1818 to the development of the "modern" milling machine circa 1920. Early versions of other American machine tools were largely copied from European, especially British, machines. The milling machine, however, was an American development. Built first for the firearms and sewing machine industries, it proved to be much more productive than other methods, and soon held a major place in all high-production American machine shops. The book lists more than 300 makers and contains over 1,400 illustrations taken from original catalogs and contemporary periodicals. These trace the development of the milling machine from a crude, light weight machine to very large millers capable of machining parts the size of boxcars and weighing many tons. Attachments such as dividing heads, vises, etc., are also covered.

DKK 273.00
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Machine Knitting Techniques: Fair Isle - Nic Corrigan - Bog - The Crowood Press Ltd - Plusbog.dk

Machine Knitting Techniques: Fair Isle - Nic Corrigan - Bog - The Crowood Press Ltd - Plusbog.dk

Whether you’re an experienced hand knitter taking up machine knitting for the first time or an established machine knitter looking for the confidence and knowledge to further your skills, this accessible book offers a step-by-step guide to the practical techniques of Fair Isle knitting on the machine and the considerations that are specific to two-colour knitting. Includes 5 full patterns with colour charts.

DKK 167.00
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