Building Machine Learning Powered Applications

Building Machine Learning Powered Applications
Author: Emmanuel Ameisen
Publisher: "O'Reilly Media, Inc."
Total Pages: 243
Release: 2020-01-21
Genre: Computers
ISBN: 1492045063

Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers—including experienced practitioners and novices alike—will learn the tools, best practices, and challenges involved in building a real-world ML application step by step. Author Emmanuel Ameisen, an experienced data scientist who led an AI education program, demonstrates practical ML concepts using code snippets, illustrations, screenshots, and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies. This book will help you: Define your product goal and set up a machine learning problem Build your first end-to-end pipeline quickly and acquire an initial dataset Train and evaluate your ML models and address performance bottlenecks Deploy and monitor your models in a production environment

Building Evolutionary Architectures

Building Evolutionary Architectures
Author: Neal Ford
Publisher: "O'Reilly Media, Inc."
Total Pages: 201
Release: 2017-09-18
Genre: Computers
ISBN: 1491986328

The software development ecosystem is constantly changing, providing a constant stream of new tools, frameworks, techniques, and paradigms. Over the past few years, incremental developments in core engineering practices for software development have created the foundations for rethinking how architecture changes over time, along with ways to protect important architectural characteristics as it evolves. This practical guide ties those parts together with a new way to think about architecture and time.

The Natural Building Companion

The Natural Building Companion
Author: Jacob Deva Racusin
Publisher: Chelsea Green Publishing
Total Pages: 451
Release: 2012-05-01
Genre: House & Home
ISBN: 1603583408

Natural buildings not only bring satisfaction to their makers and joy to their occupants, they also leave the gentlest footprint on the environment. In this complete reference to natural building philosophy, design, and technique, Jacob Deva Racusin and Ace McArleton walk builders through planning and construction, offering step-by-step instructions on: siting and site analysis choosing materials integrating basic structural considerations into a design strategies for heating/cooling efficiency and moisture management planning for acoustics developing an integrative design navigating budgeting, code compliance, and project management creating the foundation, wall system, roof, and floors selecting and making plasters and paints evaluating options for mechanical and utility systems protecting against fire and insects integrating structures within landscape, climate, and human communities ...and more Applicable to building in climates that are cold and wet, hot and dry, or somewhere in-between, The Natural Building Companion provides the tools necessary to understand basic principles of building science, including structural and thermal engineering, and hydrodynamics. This guide offers thorough, up-to-date, and advanced installation details and performance characteristics of straw-bale, straw-clay, woodchip-clay, and cellulose wall systems, as well as earthen and stone wall systems and a variety of framing, roofing, flooring, mechanical system, and finishing options. This fully-illustrated volume informs professionals making the transition from conventional building, homeowners embarking on their own construction, or green builders who want comprehensive guidance on natural-building options. A State-of-the-Art Resource for Natural Builders The Natural Building Companion is a part of The Yestermorrow Design/Build Library and includes an instructional DVD.

Building Wealth One House at a Time: Making it Big on Little Deals

Building Wealth One House at a Time: Making it Big on Little Deals
Author: John Schaub
Publisher: McGraw Hill Professional
Total Pages: 242
Release: 2004-12-31
Genre: Business & Economics
ISBN: 0071466495

Strategies for creating real estate wealth by star ting small--and always making the right moves Nationally known real estate expert John Schaub learned his craft in the best way possible--on the job, and through every kind of market. Over three decades, he learned to bank consistent profits as he built an impressive real estate mini-empire. Building Wealth One House at a Time reveals how virtually anyone can accumulate one million dollars worth of houses debtfree and earn a steady cash flow for life. Unique in that it focuses on buying houses in good-quality neighborhoods, Schaub's nine-step program includes: Renting to long-term tenants, with financial incentives to pay on time Avoiding the temptation of bigger deals, which invariably include bigger problems A 10-year plan to pay off debt and own houses free and clear

Building Our House

Building Our House
Author: Jonathan Bean
Publisher: Macmillan
Total Pages: 50
Release: 2013-01-08
Genre: Juvenile Fiction
ISBN: 0374380236

A family of four builds a house, back, away from the road, down a dirt lane, in the middle of an old, weedy field.

Building and Dwelling

Building and Dwelling
Author: Richard Sennett
Publisher: Yale University Press
Total Pages: 353
Release: 2023-08-22
Genre: Social Science
ISBN: 0300274769

A reflection on the past and present of city life, and a bold proposal for its future “Constantly stimulating ideas from a veteran of urban thinking.”—Jonathan Meades, The Guardian In this sweeping work, the preeminent sociologist Richard Sennett traces the anguished relation between how cities are built and how people live in them, from ancient Athens to twenty-first-century Shanghai. He shows how Paris, Barcelona, and New York City assumed their modern forms; rethinks the reputations of Jane Jacobs, Lewis Mumford, and others; and takes us on a tour of emblematic contemporary locations, from the backstreets of Medellín, Colombia, to Google headquarters in Manhattan. Through it all, Sennett laments that the “closed city”—segregated, regimented, and controlled—has spread from the Global North to the exploding urban centers of the Global South. He argues instead for a flexible and dynamic “open city,” one that provides a better quality of life, that can adapt to climate change and challenge economic stagnation and racial separation. With arguments that speak directly to our moment—a time when more humans live in urban spaces than ever before—Sennett forms a bold and original vision for the future of cities.

LEGO Space

LEGO Space
Author: Peter Reid
Publisher: No Starch Press
Total Pages: 216
Release: 2013-11-01
Genre: Crafts & Hobbies
ISBN: 1593275501

Come explore an incredible LEGO® universe in LEGO Space: Building the Future. Spaceships, orbital outposts, and new worlds come to life in this unique vision of the future, built completely from LEGO bricks. A selection of step-by-step building instructions will have you constructing your own cosmic creations to play with at home. Marvel at interstellar battlecruisers, space pirates, charming robots, and other stunning builds from an amazing future!

Building the Pattern

Building the Pattern
Author: Laura Huhta
Publisher: Quadrille Publishing
Total Pages: 192
Release: 2021-04
Genre: Crafts & Hobbies
ISBN: 9781787135499

The fashionable Finnish sewing duo are back with a second book that shows you how to create a coherent capsule wardrobe - complete with a collection of 20 garments that are easy to make, wear and combine. Complete with stunning photography, clear illustrations and instructions, Scandi sisters Laura and Saara offer up an enticing selection of tops, dresses, skirts, and trousers for the modern seamstress. Using the five essential building blocks, choose, customize and adapt the designs in this book to create a variety of flattering garments for every occasion that suit your style and fit your figure. Taking you beyond the patterns featured in this book, Building the Pattern offers expert advice on how to achieve the perfect fit, alter the designs and add your own personal twist. Discover how to create clothes with care, build your sewing repertoire and embrace the slow fashion movement. Six full-size pattern sheets are included in this neat package. The patterns are in a range of sizes from UK sizes 8 to 22 (US size 2 to 18 / 34 to 50 EUR sizes), with concise information on measuring yourself and technical sewing tips to sew for your shape.

Building For Everyone

Building For Everyone
Author: Annie Jean-Baptiste
Publisher: John Wiley & Sons
Total Pages: 272
Release: 2020-08-20
Genre: Business & Economics
ISBN: 1119646235

Diversity and Inclusion to build better products from the front lines at Google Establishing diverse and inclusive organizations is an economic imperative for every industry. Any business that isn’t reaching a diverse market is missing out on enormous revenue potential and the opportunity to build products that suit their users' core needs. The economic “why” has been firmly established, but what about the “how?” How can business leaders adapt to our ever-more-diverse world by capturing market share AND building more inclusive products for people of color, women and other underrepresented groups? The Product Inclusion Team at Google has developed strategies to do just that and Building For Everyone is the practical guide to following in their footsteps. This book makes publicly available for the first time the same inclusive design process used at Google to create user-centric award-winning and profitable products. Author and Head of Product Inclusion Annie Jean-Baptiste outlines what those practices look like in industries beyond tech with fascinating case studies. Readers will learn the key strategies and step-by-step processes for inclusive product design that limits risk and increases profitability. Discover the questions you should be asking about diversity and inclusion in your products for marketers, user researchers, product managers and more. Understand the research the Product Inclusion team drove to back up their practices Learn the “ABCs of Product Inclusion” to build inclusion into your organization’s culture Leverage the product inclusion suite of tools to get your organization building more inclusively and identifying new opportunities. Read case studies to see how product inclusion works across industries and learn what doesn't work. Building For Everyone will show you how to infuse your business processes with inclusive design. You’ll learn best practices for inclusion in product design, marketing, management, leadership and beyond, straight from the innovative Google Product Inclusion team.

Essential Building Science

Essential Building Science
Author: Jacob Deva Racusin
Publisher: New Society Publishers
Total Pages: 163
Release: 2016-11-28
Genre: Architecture
ISBN: 1550926292

Down and dirty – a complete step-by-step guide to making, installing and living with beautiful, all-natural earthen floors Poor heat and moisture management are the enemies of durable, comfortable, and efficient housing, and good building design and construction starts with a solid understanding of good building science. Essential Building Science provides a highly visual and accessible introduction to the fundamentals of building science for residential construction. Part one covers the rationale behind high-performance design and the fundamentals of building physics, including thermal dynamics, moisture transfer, and hygro-thermal dynamics such as vapor drive and condensation. Part two teaches the vital critical thinking skills needed to consider buildings as whole systems and to develop thermal and moisture control strategies regardless of the specifics of the design. Case studies and examples from across North American climatic zones illuminate real-life problems and offer builders, designers, and DIYers the insights and tools required for creating better new buildings and dramatically improving old ones. Good science plus critical thinking equals high performance buildings.