Machine Learning Pocket Reference

Machine Learning Pocket Reference
Author: Matt Harrison
Publisher: "O'Reilly Media, Inc."
Total Pages: 320
Release: 2019-08-27
Genre: Computers
ISBN: 149204749X

With detailed notes, tables, and examples, this handy reference will help you navigate the basics of structured machine learning. Author Matt Harrison delivers a valuable guide that you can use for additional support during training and as a convenient resource when you dive into your next machine learning project. Ideal for programmers, data scientists, and AI engineers, this book includes an overview of the machine learning process and walks you through classification with structured data. You’ll also learn methods for clustering, predicting a continuous value (regression), and reducing dimensionality, among other topics. This pocket reference includes sections that cover: Classification, using the Titanic dataset Cleaning data and dealing with missing data Exploratory data analysis Common preprocessing steps using sample data Selecting features useful to the model Model selection Metrics and classification evaluation Regression examples using k-nearest neighbor, decision trees, boosting, and more Metrics for regression evaluation Clustering Dimensionality reduction Scikit-learn pipelines

The Reference Book

The Reference Book
Author: John Hawthorne
Publisher: Oxford University Press
Total Pages: 273
Release: 2012-03-29
Genre: Language Arts & Disciplines
ISBN: 0199693676

How do language and thought connect to things in the world? John Hawthorne and David Manley offer an original and ambitious treatment of the semantic phenomenon of reference and the cognitive phenomenon of singular thought, leading to a new unified account of definite and indefinite descriptions, names, and demonstratives.

The Social Life of Information

The Social Life of Information
Author: John Seely Brown
Publisher: Harvard Business Review Press
Total Pages: 333
Release: 2017-02-21
Genre: Business & Economics
ISBN: 1633692426

Understand the human place in a digital world. “Should be read by anyone interested in understanding the future,” The Times Literary Supplement raved about the original edition of The Social Life of Information. We’re now living in that future, and one of the seminal books of the Internet Age is more relevant than ever. The future was a place where technology was supposed to empower individuals and obliterate social organizations. Pundits predicted that information technology would spell the end of almost everything—from mass media to bureaucracies, universities, politics, and governments. Clearly, we are not living in that future. The Social Life of Information explains why. John Seely Brown and Paul Duguid show us how to look beyond mere information to the social context that creates and gives meaning to it. Arguing elegantly for the important role that human sociability plays, even—perhaps especially—in the digital world, The Social Life of Information gives us an optimistic look beyond the simplicities of information and individuals. It shows how a better understanding of the contribution that communities, organizations, and institutions make to learning, working, and innovating can lead to the richest possible use of technology in our work and everyday lives. With a new introduction by David Weinberger and reflections by the authors on developments since the book’s first publication, this new edition is essential reading for anyone seeking to understand the human place in a digital world.

Analog Photography

Analog Photography
Author: Andrew Bellamy
Publisher: Chronicle Books
Total Pages: 190
Release: 2019-04-09
Genre: Photography
ISBN: 1616898267

Attracted by the image quality, the tactile joy of a finely made camera, and the affordable prices of vintage equipment, photographers around the world are rediscovering the joys of manual photography. This comprehensive guide to shooting film photography covers all the bases, from setting up a camera through film processing. In a convenient format, filled with diagrams, examples, and illustrations, Analog Photography is a portable reference tool for neophytes and experienced photographers alike. With an irresistible package inspired by the aesthetics of vintage user manuals, this is "a great-looking publication and a fantastic place from which to start, or rekindle, a journey into film photography" (Creative Review).

Nora Webster

Nora Webster
Author: Colm Toibin
Publisher: Simon and Schuster
Total Pages: 400
Release: 2014-10-07
Genre: Fiction
ISBN: 1439149852

From one of contemporary literature’s bestselling, critically acclaimed, and beloved authors: a “luminous” novel (Jennifer Egan, The New York Times Book Review) about a fiercely compelling young widow navigating grief, fear, and longing, and finding her own voice—“heartrendingly transcendant” (The New York Times, Janet Maslin). Set in Wexford, Ireland, Colm Tóibín’s magnificent seventh novel introduces the formidable, memorable, and deeply moving Nora Webster. Widowed at forty, with four children and not enough money, Nora has lost the love of her life, Maurice, the man who rescued her from the stifling world to which she was born. And now she fears she may be sucked back into it. Wounded, selfish, strong-willed, clinging to secrecy in a tiny community where everyone knows your business, Nora is drowning in her own sorrow and blind to the suffering of her young sons, who have lost their father. Yet she has moments of stunning insight and empathy, and when she begins to sing again, after decades, she finds solace, engagement, a haven—herself. Nora Webster “may actually be a perfect work of fiction” (Los Angeles Times), by a “beautiful and daring” writer (The New York Times Book Review) at the zenith of his career, able to “sneak up on readers and capture their imaginations” (USA TODAY). “Miraculous...Tóibín portrays Nora with tremendous sympathy and understanding” (Ron Charles, The Washington Post).

Anatomy for Sculptors, Understanding the Human Figure

Anatomy for Sculptors, Understanding the Human Figure
Author: Uldis Zarins
Publisher:
Total Pages: 222
Release: 2014
Genre:
ISBN: 9781735039022

Visual artists are visual thinkers! Our mission is to supercharge them by making anatomy for artists' visible and understandable-anatomy book with clear images that contain the necessary information needed to create a realistic human figure. Get Loads of social visual references; Complex knowledge of human figure explained in a simple matter (Head, Upper limb, Lower limb, Torso, and figure); The most important muscles of the body and their form, in the movement and static, form various angles and body positions; Primary male anatomy and female anatomy differences; Proportions chars of the figure and head (age and gender)Anatomy for artists started as a sculpting book because the author, UIdis Zarins, is a sculptor with more than 25-year experience and a professor of Anatomy in Arts Academy. Nowadays, it used in 3d modeling, digital art, painting, CGI, character design, traditional or digital sculpting, and so on. All around the art world, artists find it's in their daily work. Content is king addition to the 3D models; there are photos of live models from various angles and body postures, overlaid with color-coded muscle diagrams. The coverage of the book is entirely comprehensive, displaying the human body from head to toe. Most pictures in the book are self-explanatory. Guess no moreThe Internet is not as full of information in the current subject as it might seem at first. With time you seem not to find the correct reference materials you were looking for. That makes you improvise. Improvising, without the real understanding of a human figure, brings imperfections and frustrations. Gaining an understanding of the human figure and its motions are the leading book's idea. It allows for a person not to just "copy" nature, but to understand it and improve in their work. Printed books - have references by your side at any time. Add your additional comments and references. Personalizes this book for your needs. They always have a special feeling when owning and using them. It's a part of your tool-kit. Paperback is a softcover type, with a paperboard front and back cover.

Nature's Palette

Nature's Palette
Author: Patrick Baty
Publisher: Princeton University Press
Total Pages: 143
Release: 2021-05-18
Genre: Art
ISBN: 0691217041

This fully realized colour catalogue includes elegant contemporary illustrations of every animal, plant or mineral cited in Syme's edition of “Werner's nomenclature of colours”

Martin Guitars

Martin Guitars
Author: Richard Johnston
Publisher: Hal Leonard Publishing Corporation
Total Pages: 336
Release: 2009
Genre: Music
ISBN:

(Book). Part of a two book set, this book provides information on guitar bodies, necks, headstocks, bridges, woods, as well as other chapters covering Models by Style, the Custom Shop and limited editions. All the lesser known instruments like archtops, electrics, mandolins and ukuleles are included as well, all very collectible. The book ends with exhaustive appendices covering production numbers, retail prices, and instrument specifications. Since Martin guitars are the world's most collectible acoustic guitar line, this book will undoubtedly be the most sought after reference book by any collector or owner of a Martin. If you own a Martin, you own a piece of history and this book will help you discover when it was made and how. This authorized book will finally answer any questions on the stories behind some of the rarest instruments.

Pocket Ref

Pocket Ref
Author:
Publisher: Sequoia Publishing
Total Pages: 0
Release: 2010-09
Genre: Science
ISBN: 9781885071620

Among the many topics covered in this handy, pocket-sized guide are air and gases, carpentry and construction, pipes, pumps, computers, electronics, geology, math, surveying and mapping, and weights and measures. Includes tables, charts, drawings, lists & formulas.