Download Data Analytics with Hadoop: An Introduction for Data Scientists

Download Data Analytics with Hadoop: An Introduction for Data Scientists

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Data Analytics with Hadoop: An Introduction for Data Scientists

Download Data Analytics with Hadoop: An Introduction for Data Scientists

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About the Author

Benjamin Bengfort is a Data Scientist who lives inside the beltway but ignores politics (the normal business of DC) favoring technology instead. He is currently working to finish his PhD at the University of Maryland where he studies machine learning and distributed computing. His lab does have robots (though this field of study is not one he favors) and, much to his chagrin, they seem to constantly arm said robots with knives and tools; presumably to pursue culinary accolades. Having seen a robot attempt to slice a tomato, Benjamin prefers his own adventures in the kitchen where he specializes in fusion French and Guyanese cuisine as well as BBQ of all types. A professional programmer by trade, a Data Scientist by vocation, Benjamin's writing pursues a diverse range of subjects from Natural Language Processing, to Data Science with Python to analytics with Hadoop and Spark.Jenny Kim is an experienced big data engineer who works in both commercial software efforts as well as in academia. She has significant experience in working with large scale data, machine learning, and Hadoop implementations in production and research environments. Jenny (with Benjamin Bengfort) previously built a large scale recommender system that used a web crawler to gather ontological information about apparel products and produce recommendations from transactions. Currently, she is working with the Hue team at Cloudera, to help build intuitive interfaces for analyzing big data with Hadoop.

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Product details

Paperback: 288 pages

Publisher: O'Reilly Media; 1 edition (June 18, 2016)

Language: English

ISBN-10: 9781491913703

ISBN-13: 978-1491913703

ASIN: 1491913703

Product Dimensions:

6.8 x 0.6 x 9.2 inches

Shipping Weight: 1 pounds (View shipping rates and policies)

Average Customer Review:

4.0 out of 5 stars

5 customer reviews

Amazon Best Sellers Rank:

#412,332 in Books (See Top 100 in Books)

Be prepared to spend a lot of time debugging their sample code and the installation instructions for the various software packages. Most of the examples in the book do not match the sample code or data provided. And much of what they refer to in the book is not included in the samples. On top of all this, they even manage to mangle their examples just within the book itself. As an example, they walk through a data exercise first using mapreduce. Then they try to do the same thing using spark. But the spark program produces incorrect results. Yes, it works, but it isn't what mapreduce produced, or the book claimed was the expected output.On the plus side, the best way to learn something is by doing and this book will give you plenty of opportunities to figure things out on your own. That's always a plus. But not for the authors.

Best buy!

Good book to start Big Data with.

I really like this book. It is a great overview of a plethora of topics around doing scalable data analytics and data science. It is extremely up-to date, going through techniques that have existed for many years now like MapReduce, but also newer systems like Spark, all in the context of the Hadoop eco-system. They go into machine learning techniques, data management, and overall paint a nice picture around what data science is, and why data products are important, while teaching you how to make them!Every single concept is explained in a clear and concise manner, and wherever details are omitted there is always a citation to a source where the reader can continue reading more about it, which I think is great. Although I wouldn’t classify myself as a beginner, I believe it is friendly to both professionals and beginners, as it is centered around python which makes most examples (that are conveniently uploaded in a nice github repository) really easy to simply run and play around with. After describing something, whether that would be a technique for data analysis, or just the in-and outer workings of some analysis platform like HBase, Hive etc, the authors provide examples so that while you’re reading about this stuff you can also run it, play around with it and really explore how these systems function; I believe this is a crucial part of familiarizing ones’ self with new platforms.Another thing I enjoyed a lot was the ending of this book. After you really dive into all of these systems and get your feet wet with each one of them, the authors wrap it all up in a nice bow by taking a step back and describing the entire end-to-end process of how you would go about productively using the knowledge you’ve gotten from this book to build data analytics workflows!I highly recommend this to anyone who both knows that they want to learn how to deploy scalable analytics workflows in 2016, but also to readers who are simply just curious about data science; this book will suck you in!

Really nice textbook to work and learn hadoop systems and Mapreduce.

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Free Ebook Unbuilding: Salvaging the Architectural Treasures of Unwanted, by Robert H. Falk

Free Ebook Unbuilding: Salvaging the Architectural Treasures of Unwanted, by Robert H. Falk

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Unbuilding: Salvaging the Architectural Treasures of Unwanted, by Robert H. Falk

Free Ebook Unbuilding: Salvaging the Architectural Treasures of Unwanted, by Robert H. Falk

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Review

Salvaging architectural materials from old houses and commercial buildings has been a thriving business for years, but Falk and Guy are among the first to explain the process for the average homeowner and catalog the various tools of the trade. Numerous color photographs detail how houses are salvaged, painstakingly, to preserve all reusable materials, including hardware, woodwork, flooring, tiles, bathtubs, doors and windows.This is a book designed for people who want to tackle such a project themselves or supervise someone they have hired for the job. There are schematics, numerous safety tips, including warnings about now-banned toxins that may linger in very old housing materials, and suggestions for storage and rehabilitating treasures that have been damaged. --"Milwaukee Journal Sentinel"Much of America's architectural heritage is ending up in landfills. Bob Falk and Brad Guy want to change that. The book is a guide to unbuilding, ' or deconstruction, the process of dismantling buildings that otherwise would be razed. The purpose is to save reusable elements such as building materials, fixtures and architectural details. Falk and Guy say deconstruction preserves the past, reduces costs, benefits the environment and has the potential to create jobs in urban areas, where they're needed most."Unbuilding"covers the many aspects of deconstruction, including site preparation, safety issues, tools, techniques and resale ideas. Interviews with successful salvagers are included, along with resources for those interested in deconstruction. "--Akron Beacon Journal""Unbuilding" explores the value of salvaged materials and describes the green art of "unbuilding" a home. Written bytwo salvage experts, the book explains how to safely dismantle a wall or an entire house, and examines the quality of such salvaged materials as hardwood flooring, windows, doors, mantles and period lighting. Sidebars and pullouts throughout the book provide helpful tips, such as how to remove flooring, cast-iron fixtures or vinyl siding. "--Smart Homeowner"Patience can reward the diligent worker and help the planet as well, according to Unbuilding: Salvaging the Architectural Treasures of Unwanted Houses (Taunton, $30, hardcover). Authors Bob Falk and Brad Guy fill a niche with their guide to deconstructing homes for salvage. It's a trend that has seen much use in New Orleans in the wake of Hurricane Katrina, and its economic benefits can equal environmental ones for those willing to work.Falk and Guy make no bones about the work required, and Unbuilding is not for those unfamiliar with a hammer. Permits and code issues are glossed over, but the book supplies good strategy for laying out a deconstruction site. Readers will learn how to deal with lead-based paints and asbestos safely, and how to assess the value of interior fixtures. Ambitious and imaginative home wreckers will find a wealth of general tips and resources for taking down homes and finding hidden treasures. "--Orlando Sentinel""Unbuilding, Salvaging the Architectural Treasures of Unwanted Houses" (Taunton Press, $30) is all about the joys - and value - of deconstruction, mining old buildings for their treasures. Aimed at DIY-ers, professional builders, architects or homeowners interested in using reclaimed materials, the book by Bob Falk and Brad Guy deals with everything from dismantling a wall to unbuildingan entire house and supports the premise that deconstruction today is as fast and affordable as conventional demolition. And more importantly, much of the hardware, period lighting, doors and mantels is unmatched by today's building products. "--The Cincinnati Enquirer"

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About the Author

Director of Operations of the HamerCenter of the Penn State School of Architecture and LandscapeArchitecture. He was previously Associate Director of the Powell Center for Construction and Environment at theUniversityof Florida

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Product details

Hardcover: 256 pages

Publisher: Taunton Press (March 20, 2007)

Language: English

ISBN-10: 1561588253

ISBN-13: 978-1561588251

Product Dimensions:

8.5 x 0.8 x 10.9 inches

Shipping Weight: 2.4 pounds (View shipping rates and policies)

Average Customer Review:

4.0 out of 5 stars

9 customer reviews

Amazon Best Sellers Rank:

#880,514 in Books (See Top 100 in Books)

The book is well organized and extremely informative. The authors have obviously done this type of work extensively. Many of the techniques will make deconstruction projects much more efficient. Included references to helpful tools and how to use them, lots of photos to help explain various concepts, and an important section on safety. All around excellent overview of deconstruction with enough detail to be really helpful.

Quickly became a favorite, will use for reference again and again

I purchased this book for my husband. Our local library didn't have and could not order it, so we bought a used copy which is in excellent condition. Book arrived in a timely matter and I would definitely purchase from the vendor again. As for the content of the book, I can't really say as my husband is the one reading it.

Interesting. Good Buy

Unbuilding is a philosophical "feel good" guide to the virtues of reclaimed building material. Unfortunately, I was looking for a practical book giving step by step instructions on removing fine architectural details from old buildings. While this book discusses how to remove big scale parts such as walls and beams it lacks specific information on how to safely salvage complex items such as wooden fireplace mantels, stone mantels, ornamental plaster, terra cotta, stained glass windows, etc. There are numerous photographs but they are not very interesting and all the action seems to take place on one average Victorian home being dismantled. This book may be of some use to people gathering raw material on a large scale, but is useless for fine architectural salvage.

This is a good resource for ideas. It reminded me more of one of the books you would find on the rack of a home center instead of a text book like it was marketed.

I've always liked the idea of salvaging architectural details from building being torn down. Now here's a book that goes way beyond merely saving a fireplace mantel or some columns. Here's what it covers:Chapter 1 Unbuilding OpportunitiesRedevelopmentRural PropertyMilitary BasesUrban RenewalRemodeling and RenovationBuilding AuctionsHabitat for Humanity ReStoresWhat to UnbuildChapter 2 Deciding on Unbuilding and SalvageYour Level of InvolvementMaking Sure the Building Is SoundPermits and Code RequirementsMaking a Visual SurveyCase Study: Survey of a Deconstruction CandidateChapter 3 The Materials You FindDevelop a Plan for the Material You RemoveAssessing What's ReusableSelling Your StuffChapter 4 Getting StartedOrganizing the SiteTools for UnbuildingChapter 5 Safety and Environmental HealthMake Safety a PrioritySafety Equipment: The Last Line of DefenseWorking at HeightFirst Aid and Medical ServicesFire Prevention and ProtectionLead-Based Paint HazardsAsbestos HazardsChapter 6 Site Preparation and Soft-StrippingHouse and Site CharacteristicsPreparing the SiteSoft-StrippingLoading Items from Soft-StrippingCleaning UpChapter 7 Whole-House DeconstructionMaintaining the Building's IntegrityRoof TearoffRemoving Interior Wall FinishesRemoving Electrical, Plumbing, and DuctworkRemoving Roof SheathingRemoving RaftersGetting the Material to the GroundTaking down TrussesRemoving a DormerRemoving Ceiling JoistsRemoving SidingRemoving WallsRemoving SubfloorsDenailingStacking and LoadingProject Closeout

Lots of pictures and lots of text. Helpful.BUT.1. While some specific tools are mentioned, I think it would have been stronger to mention tools that withstood hard use, or proved especially good. For instance, brands or models of power tools (just asking for THEIR experience), and, for instance, have any fall-protection devices proved less problematic or restricting than others?2. It MAY be outside the scope of the book, but I wish they would have taken even 2 pages to dispense words of wisdom about processing the lumber gained. No, not any short treatise on milling. I mean, simple stuff about any metal detectors they have found that work well, or putting dirty material through e.g. TimeSaver wide-belt belt sanders, as well as wisdom about cleaning material before passing it through a planer: pulling nails, which is described at some length, is easy, when compared to keeping planer knives sharp on used wood!

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Get Free Ebook How to Hop-Up and Customize Your Harley-Davidson Bagger, by Timothy Remus

Get Free Ebook How to Hop-Up and Customize Your Harley-Davidson Bagger, by Timothy Remus

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How to Hop-Up and Customize Your Harley-Davidson Bagger, by Timothy Remus

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About the Author

Timothy Remus is author of more than 30 how to books. His titles range from How to Build a Cheap Chopper, to Advanced Airbrush Art. During his 20 years as an author, Tim has worked with everyone from bike designer Arlen Ness to kustom painter Jon Kosmoski, and metal fabricators like Ron Covell, Steve Davis, Rob Roehl and Craig Naff. Tim is owner of Wolfgang Publications, based in Stillwater, Minnesota.

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Product details

Paperback: 144 pages

Publisher: Wolfgang Publications, Inc. (December 9, 2004)

Language: English

ISBN-10: 1929133189

ISBN-13: 978-1929133185

Product Dimensions:

8.5 x 0.4 x 11 inches

Shipping Weight: 1.1 pounds (View shipping rates and policies)

Average Customer Review:

2.9 out of 5 stars

6 customer reviews

Amazon Best Sellers Rank:

#1,132,612 in Books (See Top 100 in Books)

Lame

Is okay for what it is and for what I paid. Mostly good for getting some more customization ideas for your dresser or bagger. Not bad for the $1.98 plus shipping I paid.

Basic. Can't get into trouble for basic mechanic with this book

Good Basic Book on bagger upgrades. I've done a few of the customiztions and plan on doing more. A good buy to get ideas of where and how to customize your ride.

I bought this for my husband expecting a more detailed book. Instead, it covers the very basics, and as to the hopping up, anyone who is familiar with their bike already knows all the tricks.Would be good for someone just learning the "tricks" on Harleys.

This is THE book to have if you are serious about making any changes to your Harley Davidson Touring bike. Lots of ideas and referances, lots of photos to show how the job is done in details. Absolutely recommandable.

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Free Download Product Development and Management Body of Knowledge: A Guidebook for Training and Certification

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Product Development and Management Body of Knowledge: A Guidebook for Training and Certification

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Product details

Paperback: 320 pages

Publisher: CreateSpace Independent Publishing Platform (April 11, 2017)

Language: English

ISBN-10: 1544893388

ISBN-13: 978-1544893389

Product Dimensions:

8.5 x 0.7 x 11 inches

Shipping Weight: 1.8 pounds (View shipping rates and policies)

Average Customer Review:

5.0 out of 5 stars

3 customer reviews

Amazon Best Sellers Rank:

#192,245 in Books (See Top 100 in Books)

Useful and informative

Great resource for NPDP certification preparation

must have reference guide for gaining knowledge and Passing NPDP certification.

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