Book picks similar to
Natural Image Statistics: A Probablistic Approach To Early Computational Vision. by Aapo Hyvärinen
computer-vision
math
neuroscience
calibre-library
Java 2: The Complete Reference
Herbert Schildt - 2000
This book is the most complete and up-to-date resource on Java from programming guru, Herb Schildt -- a must-have desk reference for every Java programmer.
Deep Learning
Ian Goodfellow - 2016
Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Probability And Statistics For Engineering And The Sciences
Jay L. Devore - 1982
In this book, a wealth of exercises are provided throughout each section, designed to reinforce learning and the logical comprehension of topics. The use of real data is incorporated much more extensively than in any other book on the market. Consist of strong coverage of computer-based methods, especially in the coverage of analysis of variance and regression. This text stresses mastery of methods most often used in medical research, with specific reference to actual medical literature and actual medical research. The approach minimizes mathematical formulation, yet gives complete explanations of all important concepts. Every new concept is systematically developed through completely worked-out examples from current medical research problems. Computer output is used to illustrate concepts when appropriate.
OS X 10.10 Yosemite: The Ars Technica Review
John Siracusa - 2014
Siracusa's overview, wrap-up, and critique of everything new in OS X 10.10 Yosemite.
Bayesian Data Analysis
Andrew Gelman - 1995
Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include:Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent research Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more Reorganization of chapters 6 and 7 on model checking and data collectionBayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life.
Almost Holy Mama: Life-Giving Spiritual Practices for Weary Parents
Courtney Ellis - 2019
Probing ancient Christian practices for renewal, Almost Holy Mama chronicles one mom's quest to discover an answer to her most pressing question: Can God use the challenges of parenthood to grow your character?You long to spend time with God and catch your spiritual breath, but you find yourself honestly wondering--how and when? Ellis gets its. It's hard to carve out space for a quiet moment with God, let alone a quiet time! Instead of adding more tasks to your plate, Almost Holy Mama will help you integrate your spiritual practices into your daily life. From studying Scripture in the shower to listening in prayer at the foot of Laundry Mountain, Ellis finds that meeting God in sacred disciplines can breathe new life into one of life's most joy-filled and trying seasons.Paperback, 256 pages, 5.5 x 8.5 inches, ISBN 9781628627909. Table of Contents:Running on Empty, Longing for More Car Rides & Contemplation: Finding Jesus on the Freeways Sleepytime & Service: Sacrificial Love at the End of a Long Day Eating & the Examen: Finding God at the Dinner Table Laundry & Listening Prayer: Because Sometimes the Voice of God Sounds a Lot like the Dryer Showering with Scripture: Wash over Me, Lord Fasting from Facebook: Giving Up to Gain Suffering & Stillness: Because Sometimes All You Can Do Is Nothing Getting Ready with Gratitude: Thanksgiving amid Chaos Travel & Pilgrimage: Going Away and Coming Home Ceasing & Celebration: Discovering the Playful God Almost Holy, Fully Loved: Where Do We Go from Here? Perfect for:Parents Gifts for expecting parents Single mother/father groups Foster parents and guardians Pastors and counselors And more About the Author Courtney Ellis serves as associate pastor for spiritual formation and mission at Presbyterian Church of the Master. She holds degrees from Wheaton College, Loyola University of Chicago, and Princeton Theological Seminary, and has been published in Marriage/Partnership, Rock & Ice Magazine, and Christianity Today Women. She's a contributor at The Glorious Table and The Mighty. Courtney is a sought-after speaker for leadership and women's retreats, MOPS (Mothers of Preschoolers), and young adult ministries. She's a gifted storyteller with strengths in bringing parents, marrieds, singles, and millennials together. Courtney lives in southern California with her husband (and co-pastor) Daryl and their children.
Foundations of Statistical Natural Language Processing
Christopher D. Manning - 1999
This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.
Dream Big, Think Small: Living an Extraordinary Life One Day at a Time
Jeff Manion - 2017
Big dreams are achievable through steady progress over time.The motivation you need to stick with it for the long haul.The tools necessary for passionate longevity. You can faithfully lead, serve and love others over a lifetime without sacrificing your passion.So many believers want their lives to count, but they are impatient with the slow pace at which goodness grows. Many of us struggle to embrace the faithfulness required to show up day after day after day. In Dream Big, Think Small Manion helps to reveal the joy in the small, seemingly inconsequential actions you take every day. Ultimately, you will learn how small persistent steps lead to tremendous and lasting results. Filled with Manion's trademark inspiring stories and insightful biblical teaching, Dream Big, Think Small challenges you to explore the spiritual prescription of steady faithfulness. Following the principles of perseverance, intentionality, and discipline outlined in this book, you will see lasting and astonishing results in your spiritual health, within your marriage and family, in the quality of your work, and in a more authentic ability to honor God with your life.
The Baby Chase: An Adventure in Fertility
Holly Finn - 2011
“I smoked in my twenties. I preferred red wine to sparkling water. I ate too much milk chocolate. I liked limericks. I know all the wrong I’ve done. But also, more than any of that, I’ve always longed for children.” Yet there she was: successful, social, mostly happy, and not a mother. Knowing that her chances of becoming pregnant naturally were quickly fading, Finn decided to gamble: she—like some 85,000 other women in the U.S. each year—would attempt in vitro fertilization. Almost three years later, she’s still trying, and in the process has become an accidental pioneer (and, at times, a guinea pig) in the ever-evolving science of IVF.“The Baby Chase” is a primer for anyone contemplating or undergoing IVF. More than that, it’s a story of longing, hope—and hormones—that will appeal to all parents, present and future.Finn’s engaging and honest account sheds light on a subject that few people who undergo IFV are willing to talk about: what happens when the science doesn’t work. “Usually, it’s only the people who come out on the other side, beaming, with a baby on one hip, who speak up about IVF,” she writes. “We never hear from those IVF has failed - it’s too crushing to talk about. We don’t hear from men and women in the middle of treatment, either.... People like me.”
An Introduction to Statistical Learning: With Applications in R
Gareth James - 2013
This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree- based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.
Principles of Electronic Communication Systems
Louis E. Frenzel - 1997
Requiring only basic algebra and trigonometry, the new edition is notable for its readability, learning features and numerous full-color photos and illustrations. A systems approach is used to cover state-of-the-art communications technologies, to best reflect current industry practice. This edition contains greatly expanded and updated material on the Internet, cell phones, and wireless technologies. Practical skills like testing and troubleshooting are integrated throughout. A brand-new Laboratory & Activities Manual provides both hands-on experiments and a variety of other activities, reflecting the variety of skills now needed by technicians. A new Online Learning Center web site is available, with a wealth of learning resources for students. An Instructor Productivity Center CD-ROM features solutions to all problems, PowerPoint lessons, and ExamView test banks for each chapter.
Psychology: The Science of Behavior
Neil R. Carlson - 1984
Everything your students need to succeed.Psychology: The Science of Behavior, Sixth Edition, is supported by MyPsychLab, the exciting online learning and teaching tool designed to increase student success and to give instructors quick and easy access to every resource needed to teach and administer their courses.Learning in contextWith MyPsychLab, students launch multimedia resources such as animations, video clips, audio clips, activities, and simulations from the pages of an electronic version of their textbook.Individualized Study PlansMyPsychLab assesses students’ mastery of concepts through practice tests and quizzes, and generates an Individualized Study Plan that allows them to pinpoint exactly where additional review is needed.Additional help, always availableMyPsychLab offers students free access to the Tutor Center, a one-on-one service available from 5 p.m. to 12 a.m. EST, when students need help most. They also get unlimited access to Research Navigator™, an online database of academic journals, for help in writing papers and navigating resources.An easy-to-use solution for instructorsText-specific content is pre-loaded and ready to use. With a click of the mouse, instructors have access to the test item file, class grade book, PowerPoint™ slides, lecture outlines, and more!New features MyPsychLab is now available in a non—course management version and is both Mac- and PC-friendly with ©Flash-based e-book for faster navigation.To discover where learning comes to life, visit www.mypsychlab.com for a tour today!