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I attended IBM’s inaugural suppose adventure in Las Vegas remaining week. This experience, IBM’s largest (estimated 30,000+ attendees!), concentrated on making your company smarter and included keynotes and sessions on such issues as artificial intelligence, records science, blockchain, quantum computing and cryptography. i used to be invited by means of IBM as a guest to share some insights from the standpoint of a knowledge scientist. beneath are a few highlights of the experience.information Science using IBM SPSS
IBM SPSS is IBM’s set of predictive analytics products that tackle the entire analytical method, from planning to facts assortment to analysis, reporting and deployment. IBM celebrated the 50th anniversary of IBM SPSS with their new beta liberate of IBM SPSS data 25, the biggest beta unencumber in its historical past. The up to date edition comprises new trends like book-competent charts, MS workplace integration, Bayesian information and superior records. also, they brought a new person interface which is relatively slick.
i used to be added to SPSS facts in college and have used it for every one of my analysis tasks considering the fact that then. To be sincere, SPSS statistics has aged more advantageous than I have! I have already began using the new version and am fairly excited in regards to the new aspects and consumer interface. i will report about adventure in a later put up. check out SPSS with a free 14-day trial.enhancing the consumer event
fresh stories have estimated that forty five% of marketers are anticipated to enhance using artificial intelligence for customer adventure in the subsequent three years, and fifty five% of agents are concentrated on optimizing the client experience to raise client loyalty. additionally, 85% of all client interactions with a enterprise might be managed devoid of human interaction by using 2020.
client journey administration (CXM) is the manner of realizing and managing consumers’ interactions with and perceptions concerning the enterprise/brand. IBM is aware that enhancing the client journey is more and more becoming information-intensive undertaking, and the usage of the mixed vigour of information and today’s processing capabilities can aid groups model the procedures that affect the consumer journey. I attended a few periods to learn about how IBM is leveraging the energy of IBM Watson to assist their clients with Watson Commerce and Watson consumer experience Analytics solutions. These solutions use the vigour of artificial intelligence (e.g., predictive analytics) to enhance how companies can more suitable manipulate client relationships to enhance customer loyalty and flow their business ahead.facts Science Meets superior Analytics and Augmented fact
I saw a fine demonstration of the intersection of information science, superior analytics and augmented truth. Getting from information to insights is the goal of information science efforts and, as facts sources continue to grow, they can want greater the right way to get to these insights. Aginity is working with H2O.ai to demonstrate tips on how to improve your predictions via augmenting public records with more suitable records (with derived attributes) and more suitable analytics to make more advantageous predictions. the usage of baseball information, Ari Kaplan of Aginity mentioned that the advancements in predictive models could translate into tens of millions of dollars per participant. while his demo concentrated on the use of those applied sciences in baseball facts, the principles are generalizable to any trade vertical, including finance, healthcare and media.
at the same demonstration station, Alfredo Ruiz, lead of the Augmented reality program at IBM Analytics, confirmed me how his crew (IBM Immersive Insights) is incorporating augmented truth into statistics Science experience to support corporations improved take into account their ever-increasing information units. I’m anticipating seeing how his efforts in marrying augmented fact and facts science development.
I had the privilege of interviewing Ari Kaplan of Aginity who talked in regards to the work he's doing to enrich how Aginity and H2O.ai is improving the information science manner. take a look at what he has to say below.
Don’t miss this interview with Ari Kaplan, a true “Moneyball” and neatly usual round primary League Baseball, as he talks concerning the latest machine gaining knowledge of technologies powering these days’s baseball selections, and check out the notable demo.
Posted by using IBM records Science on Thursday, March 22, 2018facts Science is a team sport
I had the probability to talk with with many industry consultants who come to facts science from a distinct standpoint than I do. whereas I focal point primarily on the statistics and mathematics aspects of records science, lots of my statistics peers strategy records science from a technological and programming perspective. really, for an upcoming podcast, Dez Blanchfield and that i were interviewed through Al Martin of IBM Analytics to talk about their respective roles in facts science. This conversation was a energetic one, and that i am eager for reliving that evening as soon as the podcast is released. The bottom line is that data science requires such a diverse ability set that you just really want to work with other individuals who can complement your advantage.
This notion that statistics science is a crew sport changed into put on full display in an pleasing session through which a couples therapist (Trisha Mahoney) helped resolve an argument between an information science chief (Shadi Copty) and IT leader (Ryan Arbow). Asking probing questions, the counselor revealed that the records science and IT leader had been at odds as a result of a lack of communication. She brought them to IBM’s information Science journey, an business records science platform that enables them to conveniently collaborate, use properly open supply tools and get their fashions into creation faster.Analytics: Your competitive abilities
For me, IBM think 2018 turned into all about making your company smarter through analytics. in reality, research shows that organizations that are stronger capable of carry the energy of analytics to undergo on their company problems could be in a higher position to outperform their analytics-challenged competitors. This theory became illustrated via keynotes, classes and conversations. through bringing distinctive facts science gurus collectively to leverage the tools and strategies of AI and computer/deep researching will aid you circulation your business forward. if you had been unable to attend the event, you can watch replays of many of the keynotes here.
(Disclosure: IBM assisted me with travel fees to IBM feel 2018.)
IBM's SPSS predictive analytics equipment include IBM SPSS Modeler and IBM SPSS records. SPSS Modeler offers records mining and textual content evaluation utility, while SPSS facts is an integrated household of items. each equipment permit users to construct predictive fashions and execute other analytics initiatives.
The IBM SPSS Modeler goals clients who've little or no programming expertise. users are offered with a drag-and-drop person interface, enabling them to construct predictive fashions and operate different statistics analytics. Modeler can follow distinctive techniques and algorithms to support the user find advice hidden within the data. The device can also assist in integrating and consolidating all kinds of statistics units from dispersed records sources across the corporation.
The IBM SPSS facts suite is an built-in set of products geared towards more skilled statistics analysts. SPSS information addresses the comprehensive analytical process, from planning to facts assortment, analysis, reporting and deployment.IBM SPSS Modeler elements
edition 18 gives right here facets:
SPSS Modeler bundles are deployed on premises, and SPSS Modeler Gold is available as a cloud offering. The client front end of SPSS Modeler runs beneath home windows and macOS, whereas the server element runs on Unix, Linux and home windows.
IBM SPSS Modeler offers here variants:
SPSS facts version 24 includes right here new facets:
IBM SPSS records presents right here three variations (each and every with further modules):
Pricing for the SPSS Modeler and SPSS information predictive analytics equipment differ depending on the bundle alternate options, the number of clients and the license length. SPSS data is now purchasable as a subscription option or a perpetual license. IBM presents free trials of both IBM SPSS Modeler and IBM SPSS data.next Steps
Why the time period unstructured facts is a misnomer
How massive information is changing records modeling thoughts
massive records systems pose new challenges to records governanceconnected elements View more
in spite of everything the speak during the last few weeks about what IBM’s (s ibm) Watson victory on Jeopardy! potential and doesn’t mean, about what the equipment is and isn’t in a position to doing, it’s becoming clear that Watson isn't HAL of 2001: a space Odyssey notoriety. however when used in concert with predictive analytics application, technologies like Watson can become part of a complete large-facts architecture that might alternate the statistics-analysis video game for every thing from medical diagnoses to sentiment evaluation on Twitter. despite the fact, the promise of this holistic data environment doesn’t stop with IBM.
As I mentioned in a recent post explaining the limits of Watson as a desktop-learning platform, its skill to manner and answer questions in response to herbal language is a large deal, however the system as presently comprised is basically relegated to the realm of answering certain questions based on the very selected information loaded into it. besides the fact that children, because of a $14 billion funding in analytics acquisitions over the past several years, IBM has a robust portfolio items with which to complement Watson’s staggering capabilities. based on IBM VP of Predictive Analytics Deepak Advani, SPSS — the predictive piece of IBM’s analytics puzzle, which it purchased for $1.2 billion in 2009 — might just be Watson’s best mate.commercial
The percentages within the health care industry — where IBM already has confirmed Watson’s know-how could be applied next — is a very good illustration of what Advani is speakme about. the usage of SPSS software, he defined, a doctor can be in a position to mine years of patient statistics, in addition to other critical information sources, to predict the chance of a specific patient establishing a major cardiovascular situation, for instance. The subsequent step is deciding upon the most efficient medication plan, and that’s the place Watson is available in.
docs have a constrained period of time to read clinical journals — might be simply 5 hours a month — Advani mentioned, so Watson’s skill to save and technique the assistance contained in, pretty much, all obtainable scientific journals as they’re launched turns into very critical. asked a question in regards to the top-quality-viable treatment plan for that certain patient, given the affected person’s particular heritage, Watson may scour its database to indicate a plan, or plans, for the medical professional to trust. considering the fact that the myriad variables affecting the success of any given medicine plan, Watson may be capable of select a plan that doctor could not perhaps have advised.
The Watson-plus-SPSS combo also can be very effective in deriving insights from social media statistics, albeit via a distinct setup. In predictive analytics, Advani defined, the extra facts clients put in, the more correct their outcomes, which makes social media a major target for utility akin to SPSS. in any case, he mentioned, businesses can habits all the surveys they desire, however consumers are only providing up these insights for free on Twitter and other websites. He described how tv businesses are already using SPSS to do sentiment evaluation on numerous social media websites to make changes to their programming in precise time in keeping with what they had been in a position to assess clients appreciated and didn’t like.
besides the fact that children, even with the capability to realize slang, context and other potentially confounding elements, Advani acknowledged that mining social media facts could no longer be fully precise off the bat, which is why he recommends a step-by means of-step approach. almost, he says, the process is to hearken to the statistics, take measured movements based on it, write predictive algorithms in line with these effects, after which refine the algorithms. If used appropriately, predictive utility may still subsequently let users examine, according to data gleaned from Twitter and elsewhere, what the public likes and doesn’t like, and the outcomes of acting in any specific method might possibly be.
in the social media realm, Watson could come into the picture past, when trying to method client sentiment toward any certain field. In a recent Forbes article on the way forward for the Watson expertise, IBM VP of rising applied sciences Rod Smith discussed the use case of an unnamed consumer “combing through months price of Twitter chatter to extract a picture of what patrons think about the customer’s products.” Of route, one needn’t use the accurate Watson know-how stack for records mining at such an epic scale — Hadoop purposes, including IBM’s InfoSphere BigInsights software could do the job, too — however Watson’s natural-language advantage may make the manner rather slightly less difficult and, might be, more correct.
within the equal article, Smith made one more remark that in fact drives home the aspect of how especially purchasable the Watson, or Watson-like expertise, may develop into as soon as IBM starts formally turning it into a product. Whereas Jeopardy! required Watson to reply a question in a count of seconds, such actual-time performance would be unnecessary in all however the most-stressful enterprise environments, which cuts down on the infrastructure required. As Smith mentioned, if a customer may wait two minutes for an answer, it wouldn’t need a complete room crammed with servers dedicated to simply to that trigger.
I should still point out, even though, that IBM is infrequently the only supplier or company concentrated on these varieties workloads; it simply has the deep pockets to required to have all of them under its banner, and the advertising expertise to make Watson a family unit name. SAS, for example, is an immense participant in predictive analytics, and the Apache Mahout venture is committed to the types of computing device-researching algorithms that make Watson so wise. And, as alluded to via Smith, it doesn’t require an IBM Power7-based mostly supercomputer to churn out solutions in less than true time; commodity machines could work simply quality. The real story is concerning the introduction and democratization of advanced records-processing concepts combined with superior predictive analytics to achieve probably the most accurate and actionable insights viable. It’s a narrative worth telling — and selling.
to hear greater about what every person is doing in the big statistics area, be sure to attend out constitution huge statistics conference March 23 in new york metropolis. IBM’s Jeff Jonas may be speakme on “geospatial statistics as analytic super-food,” and other speakers span the spectrum from EMC (s emc) to Revolution Analytics to InfoChimps.
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Unstructured data, text analytics, and machine learning without coding will now be integrated into eQHealth Population Health Analytics
BATON ROUGE, La. --(BUSINESS WIRE)
eQHealth Solutions, a leader in population health management and medical management solutions, recently became an IBM Business Partner and utilizer of the IBM Embedded Analytics Solution. The goal of the agreement is to strengthen eQHealth’s analytics capabilities in digesting and extracting meaning and value from structured and unstructured text healthcare data from care coordinator’s health risk assessments, clinician notes, and other forms of unstructured data. The IBM Data Science Platform lets eQHealth leverage SPSS Modeler for predictive modeling, machine learning, statistical analysis, text analytics and decision optimization. This will enable eQHealth to rapidly progress from data exploration to insight and production. The IBM SPSS Modeler also offers easy deployment for machine learning. Further, SPSS Modeler will enhance current predictive modeling and risk stratification capabilities.
eQHealth has employed data analytics and statistics to provide insights and decision support for clinical guidance and medical management process improvements for their clients and developed the first edition of the company’s proprietary Peer Utilization Review software (PURs) more than 25 years ago. Adding IBM SPSS Modeler is expected to provide an additional layer of functionality to existing competences.
“IBM SPSS Modeler is distinctive because of its ability to support many data types and sources, provide a range of algorithmic methods and machine learning techniques, all without the need for complex coding easing the task of integration and speed to solution deployment. They look forward to a long and productive relationship with IBM and the SPSS Modeler team,” said Mayur Yermaneni, Chief Strategy and Growth Officer, eQHealth Solutions.
About eQHealth Solutions
Founded in 1986, eQHealth Solutions is a population health management and technology solutions company that touches millions of lives annually throughout the nation. Their high-tech and high-touch models include innovative technology solutions, quality care coordination services, and focus on high-quality outcomes and optimization of provider and payer networks. eQHealth serves a variety of entities including federal, state and commercial clients. www.eqhs.org
eQHealth SolutionsKatie Varnado, 225-248-7069Channel Marketing Managereqhealth@eqhs.org
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IBM said today that it plans to acquire predictive analytics specialist SPSS for $1.2 billion to bolster its Information on Demand portfolio.
The move is part of IBM's growing focus on business analytics technology to help companies make the most of the enormous volume of customer and other data they collect, according to the company.
"With this acquisition, they are extending their capabilities around a new level of analytics that not only provides clients with greater insight -- but true foresight," Ambuj Goyal, general manager of information management at IBM, said in a statement. "Predictive analytics can help clients move beyond the 'sense and respond' mode -- which can leave blind spots for strategic information in today's fast-paced environment -- to 'predict and act' for improved business outcomes."
In June, IBM unveiled new industry-specific data analysis applications for financial performance, human resources and customer management. In April, the company had established an Analytics and Optimization consulting practice.
The proposed acquisition also comes less than two months after IBM formed a partnership with SPSS in which the company's statistical analysis capabilities will be embedded in future versions of Cognos BI and performance management software.
SPSS makes predictive analytics, statistical analysis and data mining software that aims to help companies discover customer behavior and other patterns often buried deep inside large data sets in order to predict likely future behavior.
John Hagerty, an analyst with AMR Research in Boston, said he was not surprised by IBM's plans to acquire SPSS, as the company had been talking up its plans to add predictive analytics technology to its arsenal for the last six months or so.
"We kind of scratched their heads about how they're going to do it," Hagerty said, as IBM's portfolio lacked predictive analytics capabilities. With SPSS soon to be part of IBM, "it really rounds out their portfolio," he added.
Jack Noonan, CEO of SPSS, said in a conference call with reporters that his company's acquisition by IBM would allow it to reach more customers and expand the adoption of predictive analytics software.
Once the acquisition is complete, IBM plans to continue investing in SPSS technology, according to Goyal, and he reassured SPSS customers that IBM will not discontinue any of the smaller vendor's products. IBM will also honor SPSS's many partnerships, he said, which include deals with SAP, Information Builders and MicroStrategy.
"IBM focuses on client value," Goyal said. "We will leverage every partner that Jack and his team have created." He said SPSS technology would be further integrated with IBM's existing data management stack but declined to elaborate because the acquisition isn't expected to close until the second half of the year.
Charles King, president and principal analyst of Concord, Mass.-based Pund-IT, said SPSS customers probably have little to worry about, as the "IBM software organization has a long history of supporting heterogeneous platforms." And considering the disproportionate toll the current recession has had on smaller companies, "I think in a sense SPSS customers should be gratified that the vendor has found a home with such a large and stable company," he said.
AMR's Hagerty said predictive analytics capabilities are not in huge demand right now, mainly because it is still considered a "specialty" technology. That could change, however, as the potential benefits of the technology become more widely known.
"I think predictive analytics is a specialty right now that has some people all hot and bothered, but a lot of people don't really understand it," Hagerty said. "People have to be shown what predictive analytics can do before they can really get their arms around it."
Goyal acknowledged as much in the conference call, discussing a number of potential use cases for predictive analytics. He said the technology could help healthcare providers, for example, predict which patients are most susceptible to certain diseases, allowing for earlier treatment. He also said predictive analytics could help make energy power grids "smarter" and more efficient.
Current SPSS customers include the Centers for Disease Control and Prevention, which uses the vendor's predictive analytics software to model the potential spread of infectious diseases, and Credit Suisse Group, which uses SPSS data mining technology to identify and predict behavior of profitable customers.
SPSS's main rival in the predictive analytics market is SAS Institute, which also sells more conventional business intelligence software.
IBM today also released a preconfigured data analytics platform called Smart Analytics System. The platform combines business intelligence and data warehousing software with IBM's server and storage hardware technology to enable rapid deployment, according to Bernie Spang, director of product strategy at IBM.
Pund-IT's King said: "I can see SPSS over time being incorporated into that."
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APICS [2 Certification Exam(s) ]
Apple [69 Certification Exam(s) ]
AppSense [1 Certification Exam(s) ]
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Arizona-Education [1 Certification Exam(s) ]
ARM [1 Certification Exam(s) ]
Aruba [6 Certification Exam(s) ]
ASIS [2 Certification Exam(s) ]
ASQ [3 Certification Exam(s) ]
ASTQB [8 Certification Exam(s) ]
Autodesk [2 Certification Exam(s) ]
Avaya [96 Certification Exam(s) ]
AXELOS [1 Certification Exam(s) ]
Axis [1 Certification Exam(s) ]
Banking [1 Certification Exam(s) ]
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BICSI [2 Certification Exam(s) ]
BlackBerry [17 Certification Exam(s) ]
BlueCoat [2 Certification Exam(s) ]
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Business-Objects [11 Certification Exam(s) ]
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Certification-Board [10 Certification Exam(s) ]
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Citrix [48 Certification Exam(s) ]
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College-Board [2 Certification Exam(s) ]
CompTIA [76 Certification Exam(s) ]
ComputerAssociates [6 Certification Exam(s) ]
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Counselor [4 Certification Exam(s) ]
CPP-Institue [2 Certification Exam(s) ]
CPP-Institute [1 Certification Exam(s) ]
CSP [1 Certification Exam(s) ]
CWNA [1 Certification Exam(s) ]
CWNP [13 Certification Exam(s) ]
Dassault [2 Certification Exam(s) ]
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ESPA [1 Certification Exam(s) ]
Esri [2 Certification Exam(s) ]
ExamExpress [15 Certification Exam(s) ]
Exin [40 Certification Exam(s) ]
ExtremeNetworks [3 Certification Exam(s) ]
F5-Networks [20 Certification Exam(s) ]
FCTC [2 Certification Exam(s) ]
Filemaker [9 Certification Exam(s) ]
Financial [36 Certification Exam(s) ]
Food [4 Certification Exam(s) ]
Fortinet [13 Certification Exam(s) ]
Foundry [6 Certification Exam(s) ]
FSMTB [1 Certification Exam(s) ]
Fujitsu [2 Certification Exam(s) ]
GAQM [9 Certification Exam(s) ]
Genesys [4 Certification Exam(s) ]
GIAC [15 Certification Exam(s) ]
Google [4 Certification Exam(s) ]
GuidanceSoftware [2 Certification Exam(s) ]
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HDI [9 Certification Exam(s) ]
Healthcare [3 Certification Exam(s) ]
HIPAA [2 Certification Exam(s) ]
Hitachi [30 Certification Exam(s) ]
Hortonworks [4 Certification Exam(s) ]
Hospitality [2 Certification Exam(s) ]
HP [750 Certification Exam(s) ]
HR [4 Certification Exam(s) ]
HRCI [1 Certification Exam(s) ]
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Hyperion [10 Certification Exam(s) ]
IAAP [1 Certification Exam(s) ]
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IBM [1532 Certification Exam(s) ]
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ICAI [1 Certification Exam(s) ]
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IEEE [1 Certification Exam(s) ]
IELTS [1 Certification Exam(s) ]
IFPUG [1 Certification Exam(s) ]
IIA [3 Certification Exam(s) ]
IIBA [2 Certification Exam(s) ]
IISFA [1 Certification Exam(s) ]
Intel [2 Certification Exam(s) ]
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ISA [1 Certification Exam(s) ]
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Magento [3 Certification Exam(s) ]
Maintenance [2 Certification Exam(s) ]
McAfee [8 Certification Exam(s) ]
McData [3 Certification Exam(s) ]
Medical [69 Certification Exam(s) ]
Microsoft [374 Certification Exam(s) ]
Mile2 [3 Certification Exam(s) ]
Military [1 Certification Exam(s) ]
Misc [1 Certification Exam(s) ]
Motorola [7 Certification Exam(s) ]
mySQL [4 Certification Exam(s) ]
NBSTSA [1 Certification Exam(s) ]
NCEES [2 Certification Exam(s) ]
NCIDQ [1 Certification Exam(s) ]
NCLEX [2 Certification Exam(s) ]
Network-General [12 Certification Exam(s) ]
NetworkAppliance [39 Certification Exam(s) ]
NI [1 Certification Exam(s) ]
NIELIT [1 Certification Exam(s) ]
Nokia [6 Certification Exam(s) ]
Nortel [130 Certification Exam(s) ]
Novell [37 Certification Exam(s) ]
OMG [10 Certification Exam(s) ]
Oracle [279 Certification Exam(s) ]
P&C [2 Certification Exam(s) ]
Palo-Alto [4 Certification Exam(s) ]
PARCC [1 Certification Exam(s) ]
PayPal [1 Certification Exam(s) ]
Pegasystems [12 Certification Exam(s) ]
PEOPLECERT [4 Certification Exam(s) ]
PMI [15 Certification Exam(s) ]
Polycom [2 Certification Exam(s) ]
PostgreSQL-CE [1 Certification Exam(s) ]
Prince2 [6 Certification Exam(s) ]
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PsychCorp [1 Certification Exam(s) ]
PTCB [2 Certification Exam(s) ]
QAI [1 Certification Exam(s) ]
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Salesforce [5 Certification Exam(s) ]
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See-Beyond [1 Certification Exam(s) ]
Siemens [1 Certification Exam(s) ]
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SOA [15 Certification Exam(s) ]
Social-Work-Board [4 Certification Exam(s) ]
SpringSource [1 Certification Exam(s) ]
SUN [63 Certification Exam(s) ]
SUSE [1 Certification Exam(s) ]
Sybase [17 Certification Exam(s) ]
Symantec [134 Certification Exam(s) ]
Teacher-Certification [4 Certification Exam(s) ]
The-Open-Group [8 Certification Exam(s) ]
TIA [3 Certification Exam(s) ]
Tibco [18 Certification Exam(s) ]
Trainers [3 Certification Exam(s) ]
Trend [1 Certification Exam(s) ]
TruSecure [1 Certification Exam(s) ]
USMLE [1 Certification Exam(s) ]
VCE [6 Certification Exam(s) ]
Veeam [2 Certification Exam(s) ]
Veritas [33 Certification Exam(s) ]
Vmware [58 Certification Exam(s) ]
Wonderlic [2 Certification Exam(s) ]
Worldatwork [2 Certification Exam(s) ]
XML-Master [3 Certification Exam(s) ]
Zend [6 Certification Exam(s) ]
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