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Expert T-SQL Window Functions in SQL Server takes you from any level of knowledge of windowing functions and turns you into an expert who can use these powerful functions to solve many T-SQL queries. Replace slow cursors and self-joins with queries that are easy to write and fantastically better performing, all through the magic of window functions.

First introduced in SQL Server 2005, window functions came into full blossom with SQL Server 2012. They truly are one of the most notable developments in SQL in a decade, and every developer and DBA can benefit from their expressive power in solving day-to-day business problems. Begin using windowing functions like ROW_NUMBER and LAG, and you will discover more ways to use them every day. You will approach SQL Server queries in a different way, thinking about sets of data instead of individual rows. Your queries will run faster, they will be easier to write, and they will be easier to deconstruct and maintain and enhance in the future.

Just knowing and using these functions is not enough. You also need to understand how to tune the queries. Expert T-SQL Window Functions in SQL Server explains clearly how to get the best performance. The book also covers the rare cases when older techniques are the best bet. Stop using cursors and self-joins to solve complicated queries. Become a T-SQL expert by mastering windowing functions.

• Teaches you how to use all the window functions introduced in 2005 and 2012.
• Provides real-world examples that you can experiment with in your own database.
• Explains how to get the best performance when using windowing functions.

• Sales Rank: #540592 in Books
• Published on: 2015-03-20
• Released on: 2015-03-21
• Original language: English
• Number of items: 1
• Dimensions: 9.25" h x .35" w x 6.10" l, .49 pounds
• Binding: Paperback
• 152 pages

About the Author
strongKathi Kellenberger/strong is a consultant with Linchpin People. She enjoys writing and speaking on SQL Server topics, having written over two dozen articles, contributed to four books, and presented at many SQL Server events. In her spare time, Kathi enjoys spending time with family and friends, singing and cycling.

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4 of 5 people found the following review helpful.
Excellent framework, useful for data scientists
By Mark Tabladillo (MarkTab)
This book provides a unique and valuable framework for Window functions in T-SQL (SQL Server). The material is relevant for people doing analysis through advanced analytics. Window functions provide a way to generate multiple features (aka variables, attributes) for use in data mining and machine learning. In this review, I provide a brief description of the topics and pay special attention to areas which I believe are important for data scientists (in their data preparation for further advanced analytics).

The chapters:
Chapter 1: Looking Through the Window: the basics on OVER and PARTITION BY, including tricky ways to handle ROW_NUMBER()
Chapter 2: Discovering Ranking Functions: ROW_NUMBER(), RANK, DENSE RANK, and NTILE. Many data scientists will have use for NTILE. I created an advanced concept based on NTILE for a client last year.
Chapter 3: Summarizing with Window Aggregates: Classic statisticians will enjoy having these statistical functions including AVG and STDEV. Only trained statistical people can explain the difference between STDEV and STDEVP (similar to Excel’s functions).
Chapter 4: Tuning for Better Performance: Looking at the execution plans is important. There are often ways to refactor code to achieve the same result in less time. This type of activity is important for “big data”, tables or joins which are large in size. These performance-measuring techniques are also the way to measure the merit of window functions over other ways to accomplish these same results in SQL Server.
Chapter 5: Calculating Running and Moving Aggregates: ORDER BY allows for creating a metric based on a subset. Any of the statistical functions can be used for these metrics, not just COUNT but MAX and others too. The book has a few examples, and data scientists could use these same techniques to determine the subpopulations which have the maximum variance (in a dataset which has lots of nulls or even zeros to filter out).
Chapter 6: Adding Frames to the Window: ROWS and RANGE are often needed for cumulative totals. Again, a data scientist may need to apply a variance to a range of values, and it’s possible to have a running variance. Tracking variance changes could be a metric of changing consistency.
Chapter 7: Taking a Peek at Another Row: LAG, LEAD, FIRST_VALUE, LAST_VALUE – these functions allow for looking ahead or behind rows. Many people write Excel functions which have similar calculations. Having the ability to reference previous or future rows within a variable-sized window is something which is harder to accomplish in Excel.
Chapter 8: Understanding Statistical Functions: These functions either compute actual or projected (estimated) values corresponding to percentiles. These types of functions are important for statistical calculations, and are another source of features for data scientists.
Chapter 9: Time Range Calculations and Trends: I consider the last chapter to be two-chapters’ worth of value in one. There are a number of complex, but understandable ways to leverage window functions and time calculations. The chapter has some examples of rate of change calculations, which could be modified by trained statisticians to leverage either the standard deviation or variance functions. Changes in standard deviation will continue to be the units of measure (in financial applications, units of money).

The value of this book includes a progressive and understandable track of explaining how window functions work. If you have been an experienced Excel user, you can make the goal of translating your set-based formula work completely into SQL (the way to know what would translate is to read this book). I am generally preferring using SQL for these tasks, where I would have (in Excel) used the Fill-Down command with relative formulas.
I told both Kathi and Clayton that their approach toward teaching these topics is the clearest single way I have seen these topics explained. Window functions are the preferred way to accomplish these tasks because they leverage the efficiencies of the SQL engine. We can measure impact using the performance techniques described in the book. These types of calculations are important in data science: I have been on projects which look at over 1,000 features (variables) for modeling purposes. Having a way to generate those features efficiently is important no matter what machine learning software you end up using.

If you do not have a copy of SQL Server, I recommend acquiring the Developer Edition, which is fully functional and will not expire. There is a trial version of SQL Server from the Microsoft website which is free but time limited. Also, anyone enrolled as a student should look at what may be available through the Dreamspark website.

Kellenberger, Kathi; Groom, Clayton (2015-03-20). Expert T-SQL Window Functions in SQL Server (Kindle Locations 48-55). Apress. Kindle Edition.

1 of 1 people found the following review helpful.
Highly recommended
By Jean
Not for first-timers on T-SQL - starting out on this book without even a clue regarding the GROUP BY clause would make for rough seas for a rank beginner. This book is squarely aimed at T-SQL'ers interested in the new "row windowing" features introduced in SS2K5 and SS2K12 who need getting up-to-date following important advances in SQL Server.

This book delivers. In addition to being straightforward and not hard to understand, the authors systematically hit the nail right on the head.

Right off the bat, the authors provide a strong motivation of windowing functions by demonstrating their power with a simple example showing how to list daily stock exchange quotes along with the closing value from the previous day. Not only is the proper solution given using the LAG function, that solution is compared with the older approach of using a derived table from a correlated sub-query. The performance improvement is clearly highlighted.

Further motivation is provided by the "isolated islands" problem, i.e. showing contiguous ranges and gaps in a consecutive series. Remembering the ugly code I wrote when I had just a couple of years of experience with T-SQL, the solution given is so much cleaner.

Not only is the proper usage of windowing functions explained in detail, their limitations are also given. There is also a chapter on tuning the queries to improve performance.

In addition the authors have made available on the web all the source code, which enables experimentation of the solutions given without the drudgery of typing in the code in SSMS. Multiply the time savings by the number of T-SQL'ers trying out the solutions provides an indication to the value offered to the community. And yes, the examples retrieved from the web do correspond to the code used in the book and the results obtained in SSMS also match the results given in the book.

I would have taken out a star because of some confusion regarding the mention of the non-deterministic nature of the ROW_NUMBER function which cannot be influenced in spite of the fact that the OVER ... ORDER By clause actually allows consistently retrieving the results in the same repeatable order. Or that the web source listing misses the first two (very short) T-SQL code used in Chapter 3. But due to the considerations given above in this review, these minor shortcomings can be excused.

The authors mention another book featuring especially clever ways of using windowing functions. I found it a bit much as a starting point and did not go very far with it. Now thoroughly acquainted with these functions I now feel ready to dive into this other book. (I'll report later on that second book when I am done).

Update: Went through the whole book. My initial impressions are confirmed: excellent.

Along the way, the authors covers every component involved in the syntax of the windowing functions. Each component is handled in a T-SQL code to show its exact consequence on the results of a query.

The authors address the monthly subscriptions gains/losses problem with a very simple solution which absolutely rocks in terms of performance. If there was still a need to motivate the use of the windowing functions, this one is it. The author compares it to an SS2K8-era solution (when the OVER clause of a windowing function did not support and ORDER BY component). That SS2K8 solution was devised by a heavy-hitter on the SQL Server Central and Simple Talk web sites in an SQL SPEED PHREAKERY contest (SimpleTalk), achieving a performance of processing 1 million records in less than 500 msec. The solution was so complex that it warranted a follow-up article to explain it. The SS2K12 solution is even faster and orders of magnitude easier to understand.

Chapter 9 gradually builds up on successive additions to a query to produce time-intelligence reports, including year-over-year and month-over-month comparisons. Followed by an excellent summary of why month-over-month measures are not really useful and how the Rate of Change measure is far better at extracting the evolution of a measure and even mentions - so shortly - the addition of foreign data allowing to qualify the corporate sales performance against the stock market performance (leading, lagging, in sync) and even to add leading indicators such as the cost of raw materials to determine the impact of demand for the finished product.

I wish I could add another star to the book rating just over this.

(I found myself hoping the authors would lift the curtain to work out an actual example.)

Throughout the book, performance issues are addressed. Down to even looking at execution plans.

1 of 1 people found the following review helpful.
Great Tutorial and Reference
By W. Kevin Hazzard
Kathi is an excellent teacher and it shows in this book. I've been using the windowing functions in SQL server for a while but never felt as though I had mastered them.125 pages and 3 nights of experimenting with the rich samples in this book later and I can use SQL Server's ranking functions with real confidence. I especially appreciate the depth that Kathi went into for performance tuning. Now that I've used this book to learn the material, it'll stay on my shelf as the definitive reference on this subject for a long, long time.

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• Sales Rank: #6714885 in Books
• Published on: 1982
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Topics Covered

• Applying motion to existing assembly constraints using Motion and Transitional Constraints.
• Introduction of the Top-Down Design technique for creating assemblies and its components.
• Tools for Top-Down Design, such as associative links, adaptive parts, multi-body and layout design, derived components, and skeleton models.
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• Using Shrinkwrap and other model simplification tools to create a part model that represents an overall assembly.
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• Using the Design Accelerator to easily insert standard and customizable components and features into your model.
• Creating rendered realistic images and animations of parts and assemblies using Autodesk Inventor Studio and the Video Producer.
• Using iMates and iAssemblies to work efficiently with assemblies.
• Using the Frame Generator to create structural members.
• Using pattern, mirror, and copy techniques to duplicate components in an assembly.
• Working with weldments.
• Link and drive parameters to and from a spreadsheet. You also learn to custom format and create expressions in a parameter.

Prerequisites
The class assumes mastery of Autodesk Inventor basics as taught in Autodesk Inventor Introduction to Solid Modeling. Autodesk Inventor Advanced Part Modeling knowledge is recommended. The use of Microsoft Excel is required for this training course.

• Sales Rank: #1348642 in Books
• Published on: 2017-04-03
• Original language: English
• Dimensions: 9.25" h x 1.23" w x 7.50" l,
• Binding: Paperback
• 544 pages

About the Author
ASCENT develops and produces a wide range of courseware offerings, knowledge products, and courseware for the industry’s leading engineering software tools from Autodesk, Dassault Syst�mes, and PTC. ASCENT's team is comprised of courseware developers, engineers, instructional designers, architects, and technical writers who work together to create training solutions that work for our clients. Our curriculum group specializes in the creation of blended education programs that incorporate the best of expert-led and technology-based training offerings to create the most effective course content and ensure that users achieve maximum productivity from their chosen engineering tools. We also work to meet our client's needs by offering different levels of customization for classroom-training curriculum.

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This thoroughly revised and updated Third Edition of the classic Medical Toxicology is the definitive reference on the management of poisoned patients. More than 300 well-organized chapters written by eminent authorities guide clinicians through the diagnosis and treatment of every poisoning or drug overdose. Chapter outlines, headings, and a detailed index enable readers to quickly locate exactly the information they need.

This edition includes new chapters on biological and chemical weapons and on diagnosis of patients with apparent symptoms of poisoning when the cause is unknown. The book includes comparative commentary on toxicology practice in the United States, Europe, Australia, and Asia.

Compatibility:
BlackBerry� OS 4.1 or Higher / iPhone/iPod Touch 2.0 or Higher /Palm OS 3.5 or higher / Palm Pre Classic / Symbian S60, 3rd edition (Nokia) / Windows Mobile™ Pocket PC (all versions) / Windows Mobile Smartphone / Windows 98SE/2000/ME/XP/Vista/Tablet PC

• Sales Rank: #1669025 in Books
• Brand: Brand: Lippincott Williams Wilkins
• Published on: 2003-12-15
• Ingredients: Example Ingredients
• Original language: English
• Number of items: 1
• Dimensions: 2.18" h x 7.50" w x 11.34" l, 4.99 pounds
• Binding: Hardcover
• 2304 pages

Features

• Used Book in Good Condition

Review
Emergency Medicine Australasia , Fergus Kerr -- "This text has undergone major renovations. It is a testament to the skills of its editor and authors. It is pleasing to see a more diverse representation of contributors from other countries, including a significant contribution from Australia. As a significant reference text, Medical Toxicology 3rd Edition is a success, bringing the more recent advances in the understanding and management and of the poisoned patient to print. For those looking for a contemporary toxicology reference text, this represents value for money." BiologyBooks.net -- "The third edition of Medical Toxicology goes back to the first edition roots: a plethora of useful topics written in a clear, concise manner. The book provides excellent detail needed for the understanding of a wide range of toxicologic problems. Treatment recommendations are as evidence-based as possible given the field of study. The third section of the book focuses on one of the key elements of being a toxicologist: detective! The section is titled, "Diagnosis of the Poisoned Patient: The Toxicologist as Sleuth". Rarely do patients present with a (accurate) diagnosis. It's the job of the clinician to take all the available information, work through the possibilities, and identify the most likely agents that could be causing the observed effects. This is an outstanding resource and should be considered for critical care and emergency clinicians as well as poison center staff (especially those still in training in these areas). Given the popularity of TV and movie scripts that include toxicologic information (e.g., CSI, ER, etc.) those writers would do well to review this text."

Most helpful customer reviews

7 of 7 people found the following review helpful.
Outstanding tribute to the original Ellenhorn
By Bruce Anderson
The original Medical Toxicology by Matthew Ellenhorn was a fabulous resource for the clinical/medical toxicologist. That it is still widely used despite being published in 1988 is a testament to it's impact and utility. This third edition of Medical Toxicology goes back to those first edition roots: a plethora of useful topics written in a clear, consice manner.
The book provides excellent detail needed for the understanding of a wide range of toxicologic problems. Treatment recommendations are as evidence-based as possible given the field of study.
The third section of the book focuses on one of the key elements of being a toxicologist: detective! The section is titled, "Diagnosis of the Poisoned Patient: The Toxicolgist as Sleuth". Rarely do patients present with a (accurate) diagnosis. It's the job of the clinician to take all the available information, work through the possibilities, and identify the most likely agents that could be causing the observed effects.
This is an outstanding resource and should be considered for critical care and emergency clinicians as well as poison center staff (especially those still in training in these areas). Given the popularity of TV and movie scripts that include toxicologic information (e.g., CSI, ER, etc.) those writers would do well to review this text.

0 of 0 people found the following review helpful.
Still best Tox book out there...
By Chrissy
Use this for reference all the time. Still most detailed Tox book out there. Great for people like me who want to know every detail about pathyphysiology. If that's not your gig, then maybe consider some of the nitty gritty books.

0 of 0 people found the following review helpful.
excellent text
By Patrick Ottuso, M.D.
great textbook for toxicologist, internist, or like myself, dermatologist interested in toxicology. A great review of marine envenomations and serpent venom.

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• Sales Rank: #95959 in Books
• Published on: 1966
• Number of items: 1
• Binding: Mass Market Paperback
• 288 pages

Most helpful customer reviews

0 of 0 people found the following review helpful.
Excellent read
By B. Taylor
Book held my attention the whole way through. This is one of the BEST books I've read. I'm going to pur chase more from him.

1 of 1 people found the following review helpful.
Five Stars
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I couldn't put this book down.

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excellent writings!
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I only had the book for a couple of months and already its falling apart. So disappointing. However, excellent writings!

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[T964.Ebook] Download Crisis Communications: A Casebook Approach (Routledge Communication Series), by Kathleen Fearn-Banks

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Crisis Communications: A Casebook Approach presents case studies of organizational, corporate, and individual crises, and analyzes the communication responses to these situations. Demonstrating how professionals prepare for and respond to crises, as well as how they develop communications plans, this essential text explores crucial issues concerning communication with the news media, employees, and consumers in times of crisis.

Author Kathleen Fearn-Banks examines the steps of choosing the appropriate words to convey a message, selecting the method and channels for delivering the message, and identifying and targeting the most appropriate publics or audiences. She also addresses such important topics as avoiding potential mismanagement of communication in crisis situations.

Key features of this fourth edition are:

• six new cases, including several international crises
• current discussion of communications technology as it relates to crises
• a�Companion Website -- www.routledge.com/textbooks/fearn-banks�-- with additional cases as well as supplemental materials for students and classroom resources for instructors.

A Student Workbook is also available for use with this volume, providing additional pedagogy for each chapter, including discussion questions, activities, key terms, case exercises, and worksheets.

Utilizing both classic and contemporary cases of real-world situations, Crisis Communications provides students in public relations and business with real-world perspectives and valuable insights for professional responses to crises. It is intended for use in crisis communications, crisis management, and PR case studies courses.

• Sales Rank: #184396 in Books
• Published on: 2010-09-23
• Original language: English
• Number of items: 1
• Dimensions: 9.30" h x .90" w x 6.10" l, 1.05 pounds
• Binding: Paperback
• 400 pages

About the Author

Kathleen Fearn-Banks is Professor of Communication in the Department of Communication at the University of Washington. She joined the faculty�in 1990, after 25 years in the communications professions. Her professional experience includes as a feature writer at the Los Angeles Times; a newswriter/ producer/ reporter for KNXT-TV (now KCBS) in Los Angeles; publicist and Media Relations Manager for NBC Television Network. She was vice president of Development and Public Relations for The Neighbors of Watts, an entertainment industry non-profit which raised funds for daycare centers in underprivileged areas of Los Angeles.

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1 of 1 people found the following review helpful.
great class book
By btchfem06
This book though somewhat out dated has been a great insight into how the real world operates and the politic NONSENSE THAT DRIVES THE GOVERNMENT SYSTEMS AND SUB SYSTEMS.

0 of 0 people found the following review helpful.
Book on Crisis Communication well written and interesting
By Annais
This is a well written book that is interesting and informative. The cases reviewed are fascinating and I always want to keep reading right to the end of each chapter. I am taking a class that is independent study so it is very helpful to have a book that I enjoy picking up!

0 of 0 people found the following review helpful.
Excellent book, I'm happy for one we actually used ...
By Fitness_Queen
Excellent book, I'm happy for one we actually used a book that was require for a class. Even if you don't use it, you won't regret buying it, it's a great tool.

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[M297.Ebook] Ebook Commodifying Everything: Relationships of the Market (Hagley Center Studies in the History of Business and Technology)From Routledge

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First Published in 2003. Routledge is an imprint of Taylor & Francis, an informa company.

• Sales Rank: #10656195 in Books
• Published on: 2003-05-16
• Original language: English
• Number of items: 1
• Dimensions: 9.02" h x .81" w x 5.98" l, 1.17 pounds
• Binding: Hardcover
• 304 pages

Review
"Covering an unusual mix of goods and services, these original essays illuminate how the market has entered into all spheres of human life, from the personal dimensions of everyday life to public policy and statecraft. Together they demonstrate how commodification goes beyond economic relationships to encompass cultural, social, and political processes. Whether exploring the commercialization of health care, the ambiguous status of pets, or the place of cheese in national identity, "Commodifying Everything offers keen historical analyses and surprising insights.."
-Kathy Peiss, University of Pennsylvania

About the Author
Susan Strasser is a Professor of History at the University of Delaware. Her scholarly work focuses on the intersection of private and public: domestic experiences and American corporate activity. She is the author of several books including Waste and Want: A Social History of Trash and Never Done: A History of American Housework

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[M922.Ebook] Download PDF Chemistry: An Atoms First Approach, by Steven S. Zumdahl, Susan A. Zumdahl

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• Sales Rank: #258965 in Books
• Brand: Brand: Cengage Learning
• Published on: 2011-01-01
• Format: CLV
• Original language: English
• Number of items: 1
• Dimensions: 1.50" h x 8.60" w x 11.00" l, 5.07 pounds
• Binding: Hardcover
• 1152 pages

Features

• Used Book in Good Condition

About the Author
Steve Zumdahl is the author of market-leading textbooks in introductory chemistry, general chemistry, honors-level chemistry, and high school chemistry. Recently retired from his long-time position as Director of Undergraduate Programs at the University of Illinois, he has received numerous awards for his contributions to chemical education. These include the National Catalyst Award in recognition of his contribution to chemical education, the University of Illinois Teaching Award, the UIUC Liberal Arts and Sciences Advising Award, and the School of Chemical Sciences Teaching Award (five times). He earned his B.S. in Chemistry from Wheaton College (IL), and his Ph.D. from the University of Illinois.

Susan A. Zumdahl earned a B.S. and M.A. in Chemistry at California State University--Fullerton. She has taught science and mathematics at all levels, including middle school, high school, community college, and university. She is past director of the Merit Program for Emerging Scholars in Chemistry at the University of Illinois. In addition, she spearheaded the development of a sophisticated web-based electronic homework system for chemistry and is co-author on several chemistry textbooks.

Most helpful customer reviews

0 of 0 people found the following review helpful.
an excellent textbook
By Helpfile
I found the textbook to offer thorough coverage of general chemistry. It was used for two classes. The information is delivered in a straightforward manner, and uptake is enhanced by graphs and pictures, as well as detailed examples.

Chemistry is very methodical, and strict adherence to method is emphasized throughout the book.

The review questions offer tie-ins to mathematics and to other sciences -- for example, Calculus and Biochemistry. This is an excellent offering and makes me wonder if that is standard of chemistry textbooks. Although calculus was not required for the courses I took, understanding it is extremely helpful in understanding the basis of many of the formulas and will ease their retention and application.

I will be keeping this for a bit and going over the material on my own time. The information is foundational to all sciences.

0 of 0 people found the following review helpful.
I got a good deal on the book
By Michael
I got a good deal on the book, but I don't really care for how this is written. I usually dedicate a great deal of time in my courses by reading the chapters, and this book is very... wordy? I don't know how to describe it, but I feel many of the concepts aren't clearly defined and while history is important many of the ideas are riddled with little factoids that may be interesting, but aren't relevant in a general chemistry class.

0 of 0 people found the following review helpful.
Poorly Written, Confusing Text
By M. Hill
I do hate this textbook. I have used it for General Chemistry I & 2. The authors have a knack for poorly explaining topics, and accelerating from 0 to 60 in one sentence, so to speak. This leaves the chemistry novice really grappling to understand their thought process. I would not recommend this book to anyone. I got As in both classes, but not thanks to this book.

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