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Gary Sutton – author

Put statistics into practice with Python! Data-driven decisions rely on statistics. Statistics Every Programmer Needs introduces the statistical and quantitative methods that will help you go beyond “gut feeling” for tasks like predicting stock prices or assessing quality control, with examples using the rich tools of the Python ecosystem. Statistics Every Programmer Needs will teach you how to: Apply foundational and advanced statistical techniques Build predictive models and simulations Optimize decisions under constraints Interpret and validate results with statistical rigor Implement quantitative methods using Python In this hands-on guide, stats expert Gary Sutton blends the theory behind these statistical techniques with practical Python-based applications, offering structured, reproducible, and defensible methods for tackling complex decisions. Well-annotated and reusable Python code listings illustrate each method, with examples you can follow to practice your new skills. About the Technology Whether you’re analyzing application performance metrics, creating relevant dashboards and reports, or immersing yourself in a numbers-heavy coding project, every programmer needs to know how to turn raw data into actionable insight. Statistics and quantitative analysis are the essential tools every programmer needs to clarify uncertainty, optimize outcomes, and make informed choices. About the Book Statistics Every Programmer Needs teaches you how to apply statistics to the everyday problems you’ll face as a software developer. Each chapter is a new tutorial. You’ll predict ultramarathon times using linear regression, forecast stock prices with time series models, analyze system reliability using Markov chains, and much more. The book emphasizes a balance between theory and hands-on Python implementation, with annotated code and real-world examples to ensure practical understanding and adaptability across industries. What's Inside Probability basics and distributions Random variables Regression Decision trees and random forests Time series analysis Linear programming Monte Carlo and Markov methods and much more About the Reader Examples are in Python. About the Author Gary Sutton is a business intelligence and analytics leader and the author of Statistics Slam Dunk: Statistical analysis with R on real NBA data. Quotes A well-organized tour of the statistical, machine learning and optimization tools every data science programmer needs. - Peter Bruce, Author of Statistics for Data Science and Analytics Turns statistics from a stumbling block into a superpower. Clear, relevant, and written with a coder’s mindset! - Mahima Bansod, LogicMonitor Essential! Stats and modeling with an emphasis on real-world system design. - Anupam Samanta, Google A great blend of theory and practice. - Ariel Andres, Scotia Global Asset Management

data data-science data-science-tasks statistics AI/ML Analytics BI Data Science Monte Carlo Python
O'Reilly Data Science Books

What people are saying about Search Patterns " Search Patterns is a delight to read -- very thoughtful and thought provoking. It's the most comprehensive survey of designing effective search experiences I've seen." --Irene Au, Director of User Experience, Google "I love this book! Thanks to Peter and Jeffery, I now know that search (yes, boring old yucky who cares search) is one of the coolest ways around of looking at the world." --Dan Roam, author, The Back of the Napkin (Portfolio Hardcover) " Search Patterns is a playful guide to the practical concerns of search interface design. It contains a bonanza of screenshots and illustrations that capture the best of today's design practices and presents a fresh perspective on the broader role of search and discovery." --Marti Hearst, Professor, UC Berkeley and author, Search User Interfaces (Cambridge University Press) "It's not often I come across a book that asks profound questions about a fundamental human activity, and then proceeds to answer those questions with practical observations and suggestions. Search Patterns is an expedition into the heart of the web and human cognition, and for me it was a delightful journey that delivered scores of insights." --Dave Gray, Founder and Chairman, XPLANE "Search is swiftly transforming everything we know, yet people don't understand how mavens design search: by stacking breadcrumbs, scenting widgets, and keeping eyeballs on the engine. I urge you to put your eyeballs on this unique and important book." --Bruce Sterling, Writer, Futurist, and Co-Founder, The Electronic Frontier Foundation "As one who searches a lot (and often ends up frustrated), Search Patterns is a revelation." --Nigel Holmes, Designer, Theorist, and Principal, Explanation Graphics " Search Patterns is a fabulous must-have book! Inside, you'll learn the whys and wheres of practically every modern search design trick and technique." --Jared Spool, CEO and Founder, User Interface Engineering Search is among the most disruptive innovations of our time. It influences what we buy and where we go. It shapes how we learn and what we believe. In this provocative and inspiring book, you'll explore design patterns that apply across the categories of web, ecommerce, enterprise, desktop, mobile, social, and real-time search and discovery. Filled with colorful illustrations and examples, Search Patterns brings modern information retrieval to life, covering such diverse topics as relevance, faceted navigation, multi-touch, personalization, visualization, multi-sensory search, and augmented reality. By drawing on their own experience-as well as best practices and evidence-based research-the authors not only offer a practical guide to help you build effective search applications, they also challenge you to imagine the future of discovery. You'll find Search Patterns intriguing and invaluable, whether you're a web practitioner, mobile designer, search entrepreneur, or just interested in the topic. Discover a pattern language for search that embraces user psychology and behavior, information architecture, interaction design, and emerging technology Boost enterprise efficiency and e-commerce sales Enable mobile users to achieve goals, complete tasks, and find what they need Drive design innovation for search interfaces and applications

data data-engineering search
Peter Morville – author

How do you find your way in an age of information overload? How can you filter streams of complex information to pull out only what you want? Why does it matter how information is structured when Google seems to magically bring up the right answer to your questions? What does it mean to be "findable" in this day and age? This eye-opening new book examines the convergence of information and connectivity. Written by Peter Morville, author of the groundbreaking Information Architecture for the World Wide Web, the book defines our current age as a state of unlimited findability. In other words, anyone can find anything at any time. Complete navigability. Morville discusses the Internet, GIS, and other network technologies that are coming together to make unlimited findability possible. He explores how the melding of these innovations impacts society, since Web access is now a standard requirement for successful people and businesses. But before he does that, Morville looks back at the history of wayfinding and human evolution, suggesting that our fear of being lost has driven us to create maps, charts, and now, the mobile Internet. The book's central thesis is that information literacy, information architecture, and usability are all critical components of this new world order. Hand in hand with that is the contention that only by planning and designing the best possible software, devices, and Internet, will we be able to maintain this connectivity in the future. Morville's book is highlighted with full color illustrations and rich examples that bring his prose to life. Ambient Findability doesn't preach or pretend to know all the answers. Instead, it presents research, stories, and examples in support of its novel ideas. Are we truly at a critical point in our evolution where the quality of our digital networks will dictate how we behave as a species? Is findability indeed the primary key to a successful global marketplace in the 21st century and beyond. Peter Morville takes you on a thought-provoking tour of these memes and more -- ideas that will not only fascinate but will stir your creativity in practical ways that you can apply to your work immediately. "A lively, enjoyable and informative tour of a topic that's only going to become more important." --David Weinberger, Author, Small Pieces Loosely Joined and The Cluetrain Manifesto "I envy the young scholar who finds this inventive book, by whatever strange means are necessary. The future isn't just unwritten--it's unsearched." --Bruce Sterling, Writer, Futurist, and Co-Founder, The Electronic Frontier Foundation "Search engine marketing is the hottest thing in Internet business, and deservedly so. Ambient Findability puts SEM into a broader context and provides deeper insights into human behavior. This book will help you grow your online business in a world where being found is not at all certain." --Jakob Nielsen, Ph.D., Author, Designing Web Usability: The Practice of Simplicity "Information that's hard to find will remain information that's hardly found--from one of the fathers of the discipline of information architecture, and one of its most experienced practitioners, come penetrating observations on why findability is elusive and how the act of seeking changes us." --Steve Papa, Founder and Chairman, Endeca "Whether it's a fact or a figure, a person or a place, Peter Morville knows how to make it findable. Morville explores the possibilities of a world where everything can always be found--and the challenges in getting there--in this wide-ranging, thought-provoking book." --Jesse James Garrett, Author, The Elements of User Experience "It is easy to assume that current searching of the World Wide Web is the last word in finding and using information. Peter Morville shows us that search engines are just the beginning. Skillfully weaving together information science research with his own extensive experience, he develops for the reader a feeling for the near future when information is truly findable all around us. There are immense implications, and Morville's lively and humorous writing brings them home." --Marcia J. Bates, Ph.D., University of California Los Angeles "I've always known that Peter Morville was smart. After reading Ambient Findability, I now know he's (as we say in Boston) wicked smart. This is a timely book that will have lasting effects on how we create our future. --Jared Spool, Founding Principal, User Interface Engineering "In Ambient Findability, Peter Morville has put his mind and keyboard on the pulse of the electronic noosphere. With tangible examples and lively writing, he lays out the challenges and wonders of finding our way in cyberspace, and explains the mutually dependent evolution of our changing world and selves. This is a must read for everyone and a practical guide for designers." --Gary Marchionini, Ph.D., University of North Carolina "Find this book! Anyone interested in making information easier to find, or understanding how finding and being found is changing, will find this thoroughly researched, engagingly written, literate, insightful and very, very cool book well worth their time. Myriad examples from rich and varied domains and a valuable idea on nearly every page. Fun to read, too! --Joseph Janes, Ph.D., Founder, Internet Public Library

data data-engineering search GIS Marketing
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