Mark Fetherolf's Books

Real-World Machine Learning

By: Henrik Brink,Joseph Richards,Mark Fetherolf

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Real-World Machine Learning

By: Henrik Brink,Joseph Richards,Mark Fetherolf

Summary Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning systems help you find valuable insights and patterns in data, which you'd never recognize with traditional methods. In the real world, ML techniques give you a way to identify trends, forecast behavior, and make fact-based recommendations. It's a hot and growing field, and up-to-speed ML developers are in demand. About the Book Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems. What's Inside Predicting future behavior Performance evaluation and optimization Analyzing sentiment and making recommendations About the Reader No prior machine learning experience assumed. Readers should know Python. About the Authors Henrik Brink, Joseph Richards and Mark Fetherolf are experienced data scientists engaged in the daily practice of machine learning. Table of Contents PART 1: THE MACHINE-LEARNING WORKFLOW What is machine learning? Real-world data Modeling and prediction Model evaluation and optimization Basic feature engineering PART 2: PRACTICAL APPLICATION Example: NYC taxi data Advanced feature engineering Advanced NLP example: movie review sentiment Scaling machine-learning workflows Example: digital display advertising

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Page Count

380

Publisher

Simon and Schuster

Published Date

ISBN 10

1638357005

ISBN 13

9781638357001

Cornea E-Book

By: Mark J Mannis,Edward J Holland

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Cornea E-Book

By: Mark J Mannis,Edward J Holland

Highly praised in its first three editions, Cornea has become a market-leading cornerstone text and the immediate go-to resource for anyone working in this hugely popular and evolving sub-specialty. Offered over two volumes and featuring the knowledge of over 200 experts worldwide, it presents state-of-the-art coverage of the expanding range of contemporary corneal surgery, new diagnostic technology, and medical management of corneal and external disease as well as ocular surface disease. This updated edition includes 20 brand-new chapters, while an enhanced focus on images provides key visual guidance in this challenging field. Exceptionally clear illustrations, diagnostic images, and step-by-step surgical photographs offer superb visual guidance. Expert Consult eBook version included with purchase. This enhanced eBook experience allows you to search all of the text, figures, images, videos, and references from the book on a variety of devices. 20 brand-new chapters cover the latest advances in the field, such as DMEK, Ultra-Thin DSEK and DSAEK techniques; endothelial cell transplantation; keratoplasty and prosthokeratoplasty techniques; collagen cross-linking; and new refractive surgical techniques (presbyopic implants and SMILE surgery). 60 video clips on Expert Consult show new footage of the latest corneal surgery techniques, including Boston Keratoprosthesis, corneal inlay surgery, and lenticule extraction. Boasts over 170 chapters with unique, cutting-edge content, as well as 2,300 clear illustrations – 670 of which are new to this edition. Presents a detailed exposition of the growing number of techniques for lamellar keratoplasty, including outcomes. Includes new sections on the latest developments in the management of ocular surface disease. Key point overviews in each chapter offer easier access to crucial information.

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Page Count

2189

Publisher

Elsevier Health Sciences

Published Date

ISBN 10

032335758X

ISBN 13

9780323357586

Cornea E-Book

By: Jay H. Krachmer,Mark J Mannis,Edward J Holland

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Cornea E-Book

By: Jay H. Krachmer,Mark J Mannis,Edward J Holland

Cornea, edited by Drs. Krachmer, Mannis & Holland, is the only truly comprehensive clinical reference available that covers external disease, anterior uveitis, and the expanding range of contemporary corneal surgery. In this Third Edition, state-of-the-art coverage, 25 brand-new chapters, and 45 new videos provide expert guidance on performing femtosecond-assisted penetrating keratoplasty, DSAEK, deep anterior lamellar keratoplasty, and many other cutting-edge techniques. Plus, you’ll have easy access to the complete contents and illustrations online at expertconsult. Overcome any clinical challenge related to the cornea, external disease, anterior uveitis, and the expanding range of contemporary corneal surgery with the most complete, authoritative guidance source available. Get superb visual guidance with exceptionally clear illustrations, diagnostic images, and step-by-step surgical photographs. Access the complete contents and illustrations online at expertconsult. Make optimal use of Anterior Segment OCT to plan and choose treatment options and assess post-operative recovery. Master the latest surgical techniques—including femtosecond-assisted penetrating keratoplasty, DSAEK, and deep anterior lamellar keratoplasty—thanks to 25 brand-new chapters and 45 new videos on DVD (a total of 3 hours running time). Understand the full spectrum of corneal diseases with coverage of the new corneal dystrophy classification that incoporates current genetic, clinical, and pathologic information.

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Page Count

1997

Publisher

Elsevier Health Sciences

Published Date

ISBN 10

0323081177

ISBN 13

9780323081177

Real-World Machine Learning

By: Henrik Brink,Joseph Richards,Mark Fetherolf

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Real-World Machine Learning

By: Henrik Brink,Joseph Richards,Mark Fetherolf

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N/A

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Solve jigsaw puzzle

Age

Page Count

380

Publisher

Simon and Schuster

Published Date

ISBN 10

1638357005

ISBN 13

9781638357001

Book's by Mark Fetherolf

Real-World Machine Learning

Real-World Machine Learning

Cornea E-Book

Cornea E-Book

Cornea E-Book

Cornea E-Book

Real-World Machine Learning

Real-World Machine Learning

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