By Marco Bernardo,Einar Broch Johnsen
By Eric Zivot
By Christopher Simien
THE layout of knowledge DASHBOARDS utilizing SAS is a nuts and bolts advisor to construction info dashboards utilizing SAS software program. the first viewers for this e-book is SAS programmers charged with constructing dashboards for his or her association. This viewers would come with facts managers, record writers, and enterprise analysts. A secondary viewers contains company mangers and non-programmers who're simply hoping to profit a bit extra in regards to the capability of the technology.
The first 4 chapters supply heritage at the technology of dashboards and similar suggestions. the remainder chapters disguise coding and layout of dashboard components utilizing SAS software program. by way of supplying transparent, well-structured examples, the amount indicates the reader how you can quick and simply build uncomplicated dashboards which are appropriate to their precise wishes and setting. SAS clients acquainted with the fundamentals of SAS and the basics of SAS/GRAPH software program could be capable of make small adjustments to the pattern code inside the publication to layout basic dashboards. complicated clients with extra vast wisdom of SAS/GRAPH and the annotate facility might be in a position to extra absolutely customise the pattern code to slot quite a few needs.
Chapter I. AN advent TO DASHBOARDS the 1st bankruptcy defines accurately what dashboards are and their universal features. Following a short background of data dashboards, the bankruptcy discusses their worth, in addition to a few negatives, and describes present use and traits. ultimately, the price that SAS contributes to generating the medium is introduced.
Chapter II. SEVEN STEPS to making A DASHBOARD the advance of a dashboard frequently calls for a considerable funding of money and time, so designers may still do it thoughtfully. The aim of this bankruptcy is to steer the reader during the dashboard improvement procedure. The bankruptcy presents an outline of the most important steps concerned, together with training, layout, development, and upkeep of dashboards.
Chapter III. crucial components OF A DASHBOARD if you happen to create your dashboard, numerous crucial parts could be current at the interface to make the dashboard maximally potent. The 3rd bankruptcy covers those crucial parts of a dashboard.
Chapter IV. most sensible PRACTICES IN DASHBOARD visible layout This bankruptcy covers the principles of fine dashboard layout and addresses the contributions of Edward Tufte and Stephen Few to the world. The bankruptcy delves into the technological know-how of visible belief and the way to use them to reliable dashboard design.
Chapter V. developing DASHBOARD KEY functionality signs utilizing SAS The 5th bankruptcy provides a library of powerful dashboard exhibit media and discusses the right way to produce them utilizing SAS coding. Programmers may be in a position to choose and select these chart forms which are ideal for his or her specific dashboard. Strengths and weaknesses of a number of the chart kinds are mentioned. This bankruptcy also will introduces new SAS systems equivalent to PROC GKPI.
Chapter VI. ASSEMBLING AND dispensing SAS DASHBOARDS This bankruptcy describes find out how to carry all of the visible parts jointly to supply a unmarried dashboard demonstrate. PROC GREPLAY, ODSLAYOUT, and ODS TAGSETS are defined because the tools of selection. tools of allotting this output are described.
Chapter VII. DESIGING DASHBOARDS utilizing SAS BI DASHBOARDS the ultimate bankruptcy in short describes the layout of dashboards utilizing SAS BI Dashboards enterprise intelligence software.
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By Dmitriy Lyubimov,Andrew Palumbo
The fabric takes on most sensible programming practices in addition to conceptual methods to attacking desktop studying difficulties in colossal datasets. Math is defined, by way of code examples of allotted and in-memory computations.
Written by means of Apache Mahout committers for those who are looking to how one can layout allotted math algorithms in addition to the right way to use a number of the new Mahout "Samsara" algorithms off-the-shelf.
The publication covers Apache Mahout 0.10 and 0.11.
By Art Carpenter
Addressing the composition and operation of the SAS macro facility and the SAS macro language, this 3rd variation bargains approximately four hundred ready-to-use macros, macro services, and macro instruments that make it easier to convert SAS code to macros, outline macro variables, and extra! clients with a easy knowing of Base SAS who're new to the SAS macro language will locate extra aspect, utilities, and references to extra studying possibilities; complex macro language programmers who need assistance with data-driven macros and dynamic software improvement will locate vastly improved remedy of those themes.
This revised and enlarged variation comprises the next themes:
- New and accelerated creation to the macro language
- Functions, computerized macro variables, and macro statements new to the macro language
- Expanded macro language instruments that interface with the working system
- Expanded data-driven methodologies used to construct dynamic applications
- Expanded dialogue of record processing, with 4 replacement techniques presented
- Additional dossier and knowledge administration examples
- Expanded dialogue of name EXECUTE and DOSUBL
- New dialogue of utilizing the macro language on distant servers
- Expanded dialogue and examples of macro quoting
Far past a reference guide issued from an “ivory tower,” this booklet is pragmatic and example-driven: definite, you can find syntax examples; convinced, the code is defined. however the concentration of this ebook is on genuine code used to unravel real-world enterprise difficulties. in reality, a complete appendix is devoted to directory the approximately 70 sessions of difficulties which are solved by way of courses lined during this variation. dialogue of the examples elucidates the professionals and cons of the actual resolution and infrequently indicates replacement methods. hence, this e-book presents you either a compendium of reusable and adaptable code, and possibilities for deepening your realizing and becoming as a SAS programmer.
By David M. Smith
This textbook is perfect for MATLAB/Introduction to Programming classes in either Engineering and laptop technological know-how departments.
Engineering Computation with MATLAB introduces the facility of computing to engineering scholars who've no programming adventure. The booklet areas the elemental tenets of machine programming into the context of MATLAB, utilising hands-on routines, examples from the engineering undefined, and numerous center instruments to extend programming talent and power. With this data, scholars are ready to conform discovered innovations to different programming languages.
By John Haigh
The goal of this ebook is to supply a valid creation to the learn of real-world phenomena that own random edition. It describes tips on how to organize and examine versions of real-life phenomena that contain components of probability. Motivation comes from daily studies of likelihood, resembling that of a cube or playing cards, the assumption of equity in video games of probability, and the random ways that, say, birthdays are shared or specific occasions come up. functions contain branching techniques, random walks, Markov chains, queues, renewal concept, and Brownian movement. This renowned moment version textbook includes many labored examples and several other chapters were up-to-date and improved. a few mathematical wisdom is thought. The reader must have the power to paintings with unions, intersections and enhances of units; a very good facility with calculus, together with integration, sequences and sequence; and appreciation of the logical improvement of a controversy. Probability Models is designed to help scholars learning likelihood as a part of an undergraduate path on arithmetic or arithmetic and statistics.
By Mark Jordan
This booklet addresses the recent DS2 programming language from SAS, which mixes the ideal procedural strength and regulate of the bottom SAS info step language with the simplicity and adaptability of SQL. DS2 presents easy, secure syntax for acting complicated facts ameliorations in parallel and allows manipulation of local database facts varieties at complete precision. It additionally introduces PROC FEDSQL, a modernized SQL language that blends completely with DS2. you are going to discover ways to harness the facility of parallel processing to hurry up CPU-intensive computing techniques in Base SAS and the way to accomplish much more pace by way of processing DS2 courses on vastly parallel database structures. innovations for leveraging web APIs to obtain information, heading off huge facts hobbies whilst operating with info from disparate resources, and leveraging DS2â€™s new information varieties for full-precision numeric calculations are provided, with examples of why those thoughts are crucial for the trendy facts wrangler.
While operating during the code samples supplied with this publication, you are going to construct a library of customized, reusable, and simply shareable DS2 application modules, execute parallelized info step courses to hurry up a CPU-intensive procedure, and behavior complex info variations utilizing hash items and matrix math operations.
By Cesar Lopez
MATLAB is a high-level language and setting for numerical computation, visualization, and programming. utilizing MATLAB, you could study information, increase algorithms, and create types and purposes. The language, instruments, and integrated math features make it easier to discover a number of methods and succeed in an answer swifter than with spreadsheets or conventional programming languages, similar to C/C++ or Java.
MATLAB Differential and imperative Calculus introduces you to the MATLAB language with useful hands-on directions and effects, permitting you to fast in attaining your objectives. as well as giving a brief creation to the MATLAB atmosphere and MATLAB programming, this booklet offers all of the fabric had to paintings very easily in differential and necessary calculus in a single and a number of other variables. between different center subject matters of calculus, you'll use MATLAB to enquire convergence, locate limits of sequences and sequence and, for the aim of exploring continuity, limits of features. several types of neighborhood approximations of services are brought, together with Taylor and Laurent sequence. Symbolic and numerical recommendations of differentiation and integration are coated with a variety of examples, together with functions to discovering maxima and minima, components, arc lengths, floor parts and volumes. additionally, you will see how MATLAB can be utilized to resolve difficulties in vector calculus and the way to unravel differential and distinction equations.
By Alan J. Izenman
This is the 1st e-book on multivariate research to examine huge information units which describes the state-of-the-art in reading such facts. fabric reminiscent of database administration platforms is integrated that hasn't ever seemed in information books earlier than.