data just right

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Data Just Right Bundle

Author : Michael Manoochehri
ISBN : 0134176200
Genre :
File Size : 24. 67 MB
Format : PDF, ePub
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0134176200 / 9780134176208 Data Just Right Bundle Package consists of: 0134179765 / 9780134179766 Data Just Right LiveLessons Access Code Card 0321898656 / 9780321898654 Data Just Right: Introduction to Large-Scale Data & Analytics

Data Just Right

Author : Michael Manoochehri
ISBN : 9780133359077
Genre : Computers
File Size : 43. 54 MB
Format : PDF, ePub, Docs
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Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datasets; distributed cloud computing offers the resources to store and analyze them; and professionals have radically new technologies at their command, including NoSQL databases. Until now, however, most books on “Big Data” have been little more than business polemics or product catalogs. Data Just Right is different: It’s a completely practical and indispensable guide for every Big Data decision-maker, implementer, and strategist. Michael Manoochehri, a former Google engineer and data hacker, writes for professionals who need practical solutions that can be implemented with limited resources and time. Drawing on his extensive experience, he helps you focus on building applications, rather than infrastructure, because that’s where you can derive the most value. Manoochehri shows how to address each of today’s key Big Data use cases in a cost-effective way by combining technologies in hybrid solutions. You’ll find expert approaches to managing massive datasets, visualizing data, building data pipelines and dashboards, choosing tools for statistical analysis, and more. Throughout, the author demonstrates techniques using many of today’s leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery. Coverage includes Mastering the four guiding principles of Big Data success—and avoiding common pitfalls Emphasizing collaboration and avoiding problems with siloed data Hosting and sharing multi-terabyte datasets efficiently and economically “Building for infinity” to support rapid growth Developing a NoSQL Web app with Redis to collect crowd-sourced data Running distributed queries over massive datasets with Hadoop, Hive, and Shark Building a data dashboard with Google BigQuery Exploring large datasets with advanced visualization Implementing efficient pipelines for transforming immense amounts of data Automating complex processing with Apache Pig and the Cascading Java library Applying machine learning to classify, recommend, and predict incoming information Using R to perform statistical analysis on massive datasets Building highly efficient analytics workflows with Python and Pandas Establishing sensible purchasing strategies: when to build, buy, or outsource Previewing emerging trends and convergences in scalable data technologies and the evolving role of the Data Scientist

Data Just Right Livelessons

Author : Michael Manoochehri
ISBN : OCLC:1137165695
Genre :
File Size : 77. 96 MB
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"Data Just Right LiveLessons provides a practical introduction to solving common data challenges, such as managing massive datasets, visualizing data, building data pipelines and dashboards, and choosing tools for statistical analysis. You will learn how to use many of today's leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery. Data Just Right LiveLessons shows how to address each of today's key Big Data use cases in a cost-effective way by combining technologies in hybrid solutions. You'll find expert approaches to managing massive datasets, visualizing data, building data pipelines and dashboards, choosing tools for statistical analysis, and more. These videos demonstrate techniques using many of today's leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery."--Resource description page.

Insurers Too Many Too Few Or Just Right Initial Observations On A Cross Country Dataset Of Concentration And Competition Measures

Author : Craig Thorburn
ISBN :
Genre :
File Size : 76. 67 MB
Format : PDF
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In many markets, industry and policymakers agree that there may be too many insurers. In others, the consensus is that there could be benefit from more competition. But this broad consensus is often supported by evidence that is more qualitative, anecdotal, or judgmental despite being unanimous. What is less clear, however, is how far consolidation or liberalization will go, how fast, and when it will end. This paper presents some initial observations from a cross-country data set and proposes that individual country results can be interpreted against this data set to inform expectations regarding trends in competition, concentration and consolidation, to inform analysis of the sector, for individual firm strategic planning and wider market risk assessments. A "natural level" for measures is suggested as a starting hypothesis. Further consideration is then made of the role of absolute market size, stage of market development, and differentials between life and non life segments. Analysis of the natural level, adjusted for market conditions, can then be used to develop preliminary views on current and expected market dynamics, strategic planning, and to inform policy, regulatory and supervisory priorities.

The Just Right Home

Author : Marianne Cusato
ISBN : 9780761176831
Genre : Business & Economics
File Size : 38. 53 MB
Format : PDF
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Thirty-seven million Americans move during any given year. Millions more think about it. They all want the same thing—a perfect place to live. But most of us have only the vaguest idea of what makes us happy, home-wise, and don’t even know all the questions to ask. That’s where Marianne Cusato comes in. One of the most influential people in the home-building industry, designer of the Katrina Cottages, and go-to authority for the media on issues related to housing, she’s written a comprehensive, interactive guide to finding the just right home. This is the book that answers the plea she hears every time she gives a speech—“I wish I’d talked to you before buying my house!” By leading the reader through every step of choosing a home—from the broad strokes, such as city vs. suburb and buy vs. rent, to specific details of energy use and building materials—The Just Right Home helps readers understand not only what they want in a home but what they need. It shows why proximity—to work, to stores, to schools—trumps location, and what the difference means. Why a property’s live-in value is greater than its resale value. How to identify and assess the big three variables: function, cost, delight. How to get a realistic grip on budget, including factoring in maintenance costs. How to plan for future needs—children moving out, a parent moving in, or just growing old in a home. Why all square feet are not created equal. The ins and outs of zonings, covenants, home-owner associations. The five elements to look for when walking through a property. How much to pay an inspector. And so much more. Filled with sidebars, boxes, examples, anecdotes, and cheat sheets, it’s the book that helps readers answer all their questions about where to live and what to live in.

Machine Learning With Python For Everyone

Author : Mark Fenner
ISBN : 9780134845647
Genre : Computers
File Size : 36. 5 MB
Format : PDF
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The Complete Beginner’s Guide to Understanding and Building Machine Learning Systems with Python Machine Learning with Python for Everyone will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you’re an absolute beginner. If you can write some Python code, this book is for you, no matter how little college-level math you know. Principal instructor Mark E. Fenner relies on plain-English stories, pictures, and Python examples to communicate the ideas of machine learning. Mark begins by discussing machine learning and what it can do; introducing key mathematical and computational topics in an approachable manner; and walking you through the first steps in building, training, and evaluating learning systems. Step by step, you’ll fill out the components of a practical learning system, broaden your toolbox, and explore some of the field’s most sophisticated and exciting techniques. Whether you’re a student, analyst, scientist, or hobbyist, this guide’s insights will be applicable to every learning system you ever build or use. Understand machine learning algorithms, models, and core machine learning concepts Classify examples with classifiers, and quantify examples with regressors Realistically assess performance of machine learning systems Use feature engineering to smooth rough data into useful forms Chain multiple components into one system and tune its performance Apply machine learning techniques to images and text Connect the core concepts to neural networks and graphical models Leverage the Python scikit-learn library and other powerful tools Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

Just Right

Author : Quill Driver Books
ISBN : 1884956645
Genre :
File Size : 57. 62 MB
Format : PDF, Docs
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Not too easy, not too tough . . . What could be better than a cold night, a hot fire, and 100 of America's most popular crossword puzzles? Cozy up and enjoy!

Just Right Crossword Puzzles

Author : Quill Driver Books
ISBN : 1884956610
Genre : Games & Activities
File Size : 23. 60 MB
Format : PDF, ePub
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Not too easy, not too tough . . . Breakfasts have never been better! Grab a cup of coffee, a blueberry muffin or a three-egg omelet, and put on your thinking cap! The morning fun is about to begin.

Machine Learning

Author : Jason Bell
ISBN : 9781118889060
Genre : Mathematics
File Size : 31. 55 MB
Format : PDF, Kindle
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25 Just Right Plays For Emergent Readers

Author : Carol Pugliano
ISBN : 059018945X
Genre : Juvenile Nonfiction
File Size : 69. 15 MB
Format : PDF, Mobi
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Turn your classroom into a readers' theater with this delightful collection of short, simple plays on themes kids adore-pets, dinosaurs, space, losing a tooth, birthday parties, making new friends, going to school, and many more. These lively plays include adorable illustrations that support the text as well as rhymes, repition, and predictable language to help bolster young children's reading and oral language skills. Comes complete with teaching strategies and cross-curricular extensions. For use with Grades K-1.

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