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As they settle for and welcome the entrepreneurial artery of life with open fingers, it offers hints to corporations concerning the viable risks of going out of business in the event that they don't win the imperative precautions to live to recommend the tale the competition. This involves adopting exchange and opening your intellect to unique know-how that can improvement the enterprise and assist it reside competitive in the lengthy-time period. IBM strives to present individuals and corporations expertise that contributes to their progress.
ExistBI brings you licensed IBM InfoSphere DataStage practising and IBM Cognos working towards from certified, skilled, and award-successful individuals to emphasize the magnitude of IT in running a enterprise. They believe in the usage of know-how to empower each business to dwell within the race and never exist left behind.
Why You want IBM Infosphere Datastage practicing
With a strong ETL (Extract, radically change, and load) technique, a company can dig deep into huge data sets via queries and retrieve significant tips that should exist a superb suggestion for the business. moreover, with potent integration, you can evade any delays in determination-making, which can aid you gain first-mover capabilities in an already saturated market. With InfoSphere DataStage, IBM brings you a complicated ETL device with the intent to now not most effectual assist you assemble statistics, however additionally will let you present it graphically and win decisions in real time, saving you from a misplaced possibility.
ExistBI’s working towards software covers every miniature thing, from administration to architecture and programming to statistics processing to let you gain an entire thought of the application. moreover, their partnership with IBM permits us to carry licensed researching fabric and hands-on training from certified people bar None across the globe. With DataStage, they can back you win a contemplate at a strategic growth.
How IBM Cognos is different
not like InfoSphere DataStage, IBM Cognos is a enterprise intelligence tool it is web-primarily based. It offers unique tackle for analytics, reporting, metrics, score carding, and monitoring. The several components of IBM Cognos that encompass a framework manager, dice designer, and transformer permit for the productive processing of facts and artery of relationships to achieve at actionable outcomes. The Cognos specific addition additionally permits enterprise users to plot, budget, and forecast, which is effectual in construction, income, marketing, analysis and development, and other departments.
With a enterprise intelligence device like Cognos via your facet, that you can arrive at effectual and faultfinding tips it's wonderful and catered to your selected wants. The sources may well exist previous enterprise information or information picked up from quite a few sources within the clients’ neighborhood to aid you respect the market traits and what may besides exist expected in the future. and not using a BI tool, surviving this transformed era may well exist a problem. With ExistBI’s IBM Cognos working towards, you hold got more desirable possibilities of stumbling upon whatever thing exciting with a purpose to interest the masses than without it.
Why opt for ExistBI
Our commitment to empowering companies with expertise is barely a step towards achieving everything the realm has to present. organizations requisite BI application and tackle to Make greater informed choices and emerge as the winners. With their IBM practising capabilities and solutions, they direct to aid organizations alter to the modern world.
To study more about us, talk over with their YouTube channel, “ExistBI — Uniting enterprise and expertise.” To start off with, click on this hyperlink and depart through their movies on enterprise intelligence: https://www.youtube.com/playlist?list=PLREDZv-uBI06RtZQVGpI15_ETc3ExlJab.
For extra guidance about their functions, that you would exist able to gain in contact with us these days! easily search counsel from www.existbi.com or supply us a name.
IBM’s cloud computing strategy is apparent to some extent with Cognos 10, the newest unlock of the business intelligence platform.
As a portion of Cognos 10, IBM is providing a cloud-based mostly service they title Cognos 10 in the Cloud.
It’s a hosted carrier for corporations that wish to switch its license to the cloud or totally host online.
The artery gives some perception into the IBM application community’s strategy to cloud computing.
We contemplate three distinctions to the Cognos artery and the artery it reflects on IBM’s method.Hosted, not SaaS
The service has the identical elements that comes with Cognos 10, arguably the spotlight of IBM’s tips on exact convention. It points predictive analytics and social collaboration capabilities through its integration with Lotus Connections.
Cognos 10 within the Cloud is not within the vein of a traditonal SaaS provider. You pay a license fee for hosting your license. shoppers can besides change the license from on-premise to the IBM Cloud. valued clientele may additionally pick to buy a hosted license devoid of investing in the on-premise provider.Streaming information from the Cloud
Cognos 10 is a hefty responsibility analytics engine. SPSS is baked in. It pulls in records from the cloud, including unstructured information. users can exercise third-birthday party facts to gain a historical analysis, contemplate a real-time crawl or carry out “what if,” evaluation.less About Cloud, more About birth
It’s questionable if there is exact for a absolute cloud computing carrier. companies hold deep investments in facts centers however they are seeking for the artery to lengthen to a cloud atmosphere. That’s a mode they contemplate a all lot from SAP, VMware, Microsoft and a number of others.
IBM says it’s artery with Cognos 10 is much less concerning the cloud than beginning. purchasers desire a site to rescue their application license. That’s the birth IBM is making with Cognos 10 in the Cloud.
we hold questions concerning the IBM approach. it’s only a minute portion of IBM’s cloud offering nevertheless it’s illustrative of a larger strategy to Make exercise of the cloud as an option birth model for typical software choices.
IBM provides collaboration, cell assist and simple-to-use analytics to its flagship BI application.
At its unique business Analytics forum in Las Vegas this week, IBM (NYSE: IBM) endured its aggressive push into business intelligence and analytics with a number of unique product releases, together with the latest unlock of its flagship BI application, Cognos 10.
additionally at the unique conference for Cognos and SPSS users, colossal Blue unveiled DB2 10 database application with a forty % efficiency raise, IBM InfoSphere Server eight.5 facts integration and trait software, and a technology preview of Hadoop-primarily based colossal statistics analytics utility.
Cognos 10 boasts a brace of unique elements, including collaboration and analytics capabilities and iPad, iPhone and BlackBerry support.
IBM bills Cognos 10 as "probably the most colossal analytics providing on the grounds that the acquisition of Cognos" three years in the past. The addition of Lotus Connections utility adds social collaboration and the means to communicate as concerns approach up.
IBM additionally claims "intuitive navigation capabilities and simplified consumer adventure" that "gets rid of the frustration of getting to interrupt user train of thought because of the requisite to swap between views to gain the perquisite tips."
The software presents an integrated view of historic suggestions with real-time updates. users can opt for a number of views from standard actual-time counsel to superior predictive analytics.
IBM pointed out Cognos 10 "takes analytics out of the regular structure of stories and charts to a more interactive design and broader analysis and perception, making it simpler by artery of offering developed-in photos and videos to ebook enterprise clients. they can now gain rapid perception with analytics in a simple to exercise structure anytime, any site on their mobile gadgets."
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The biggest additions to IBM Cognos Report Studio in version 10 hold been lively Reports and Statistics objects. These two unique ways of presenting data provide many unique options for report authors to create reports that match the analytical needs of the user community. Entire classes hold been created to focus on the creation of reports using these formats.
Other capabilities in IBM Cognos 10 Report Studio comprehend the integration of external data sources and the faculty to rescue Report Studio reports to exist used directly by business Insight Advanced authors. Using external data sources in Report Studio has been a customer request since IBM Cognos tools moved to a web-based architecture. This enhancement gives the report consumer unique opportunities to process just the information needed for a specific situation. By using a common report definition between applications, users who aren't accustomed to intricate reports can receive assistance to build reports that hold features beyond those normally available to business Insight Advanced users.
While the features I've discussed to this point are promoted as key features, other useful options in version 10 will multiply the effectiveness of reports to your users. Some of these features were previously available through intricate programming by the report developer, but IBM Cognos business Intelligence now makes this job much easier. As a report writer and instructor who can prize the faculty to create report designs designed to recommend a story, I want to highlight 10 of these unique features.Alternative Text
The Alternative Text property has been added to graphical objects, such as images and charts, to allow screen readers to translate the text (see pattern 1). Another aspect of this feature that's applied in various properties is to provide localized text without using conditional formatting.Colored Regions, Plot zone Fill, Material Effects
The Colored Regions, Plot zone Fill, and Material Effects properties allow charts to hold more creative designs in order to enhance the overall presentation of the charts. Mixed with other chart presentation options, these features assuage report developers to give unique polish to the presentation of content. pattern 2 shows the additional gradient options that are now available, along with the unique properties for the charts.New Gradient Fill Types
Moving beyond simple linear gradients, some unique fill types provide more choices for enhanced presentations. Backgrounds behind pages, objects, and selected areas can now display a number of gradient designs. The fill types comprehend rectangular frames and embedded circular gradients, with many parameters to customize the blending of colors (see pattern 3).Chart Combinations (Primary Axis, Secondary Axis, Primary Bottom, Secondary Bottom)
IBM Cognos 8 business Insight had the faculty to set Y1 and Y2 axes. Now combination charts can exist stacked with two more axes for better analysis of related numbers. These options can exist integrated into dashboard design to enhance the presentation of related measures. pattern 4 shows a chart with the additional axes selected.Query Calculations in Query Explorer supersede Calculated Member, Calculated Measure, Set Expression, and Intersection (tuple)
In IBM Cognos 8 Report Studio, different objects were created for each of the dimensional functions. Now they're bar None bundled into the Query Calculations (see pattern 5). This option simplifies the toolbox for report authors, while emphasizing that dimensional queries can hold enhanced calculations.Summarize minute Slices and Exploded Slices
With pie charts, two improvements comprehend summarizing minute slices and exploding slices. These two options greatly better the presentation of pie charts to emphasize the most essential information (see pattern 6). In my classes, these options hold been requested for years, and now they're delivered in this release.Trendlines, Category Baselines, and Numeric Baselines
Report Studio functions hold now improved on the predictive faculty behind charts, without having to exercise external functions to reckon the numbers (see pattern 7).Series Color Synchronization
With the changes made to enhance series, this feature allows report writers to simplify the legends when the string information is repeated across the combinations. By changing the string Color property to Match (see the short arrow in pattern 8), the legend shows the different product lines and the nested measures differently (indicated by the longer arrow), increasing the effectiveness of the presentation.Custom Properties for Prompts
As a welcome addition to dimensional functions, the Set Definition option (see pattern 10) allows report authors to create intricate subsets that are presented graphically. This feature can Make troubleshooting intricate sets much easier by providing a more modular approach to set development. This was the best unique property for me, since it simplifies the development of sets that had to exist full of nested functions.
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These days there are so many companies trying to build data warehouses and there are a lot of companies selling business intelligence products. The unique version of SQL Server 2005 has the business Intelligence development Studio and this is one of its main upgrade from SQL Server 2000. It enhanced the DTS environment and changed its title to Integration Services (SSIS), which is similar to an ETL tool. It integrated with .NET so it can easily build reports or online applications. Microsoft is definitely putting its energy in the data warehouse business.
Also SQL Server is gaining on the market partake of other RDBMSs and most experts said it was because of the BI integration. However, does your company requisite a data warehouse? And how carry out you pick the perquisite BI product for your company?
First it must exist the business direction that produces the driving constrain to build the data warehouse and not the IT department. The company must identify the goals and objectives of 'why install a data warehouse'.
For example, my decrepit company was a bank; it decided to build a data warehouse so it could preserve track of a loan from the application process until repayment. One objective was the business wanted to find out how long it took the loan from application status to approval status, and if the loan got denied, they wanted to find out what the reason was. However when the company decided to build the data warehouse, the IT department helped the organization to understand the scope of the project. The business has to identify what the enterprise needs. It has to resolve how much they want to expend on the project, what kindhearted of data they want to capture, etc. This helps to determine what kindhearted of hardware, operating system, communication links, RDBMS and application program IT needs. The business besides has to understand that it is a continuous project, both business and IT has to resolve who is responsible to fix problem, who is responsible for unique requests and who is responsible for tuning. It needs continuous back from the business.
The IT department has to know what they requisite in order to build a successful data warehouse. First they requisite to understand the business data. It needs an implementation plan, a realistic timeline, a team of people with learning to build the data warehouse - a data architect, a data modeler, business analyst, data trait administrator, meta data administrator, security administrator and superb database developers. The scope of the project has to exist reasonable; sometimes the business tends to request too much at once, the IT manager has to understand one thing - never takes on too much too fast. It tends to fail.Data Quality
Data is an essential asset to the business; it helps the business to Make daily determination and direction of the organization. Data trait is the most essential element of the data warehouse. Data trait and integrity can directly finger many decisions. The data warehouse is not just capturing data. It can besides minimize data redundancy, multiply customer satisfaction, better data quality, and provide superb customer reports. So the business needs to set up a metrics to measure if the data warehouse is successful. The response time, the trait of the data, the satisfaction of the customers are some of the measurements the business needs to contemplate at. If the data is incorrect and no one trusts the data warehouse, it becomes a all bunch of tables sitting in a database.
In a lot of companies, the data can approach from ERP systems, legacy systems, outside sources and even may exist surpass sheets on someone's PC. The data warehouse team has to win responsibility to validate the data, to toil with the business to set up business rules and to toil with data owner to set up security for the data. This is portion of the ETL process.
For example, the ERP system had a customer title 'John Doe'; the legacy system had a customer title 'Johnny Doe'. Are they the identical person? Did they hold the identical address? It they did, that meant they were the identical person. This is portion of the cleansing process. It is essential because the customer signify will exist off if the data is not validated. It may mess up the reports for marketing, sales and the finance departments.
The database has to exist well designed to purge redundant data. The data has to exist standardized and consistent. It besides needs to hold business rules to process certain data. For sample if the customer has an invalid zip code, should it exist rescue in the data warehouse or should it exist rescue in an oversight report until the data gets corrected. Meta data is one artery to standardize the data; it besides documents the source of the data, where the data stores in the database, the definition of the data and the business rule of the data. In this way, the IT department can easily identify if the data is in the wrong database or comes from the wrong source; it can besides clarify the definition of data to the customer.Business Intelligence Products
So now the company decides to build the data warehouse, how carry out you find the perquisite tool? First the company has to evaluate what RDBMS to exercise for the data warehouse. You hold to know how much data does the company have, how often does the company requisite to load into the data warehouse and how snappy it needs to load the data. There are SQL Server, Oracle, Teradata, DB2, and others. The hardware, the communication links and the back is besides an essential factor to respect choosing the perquisite database. After serious consideration, my company decided to exercise SQL Server 2000 for their data warehouse because of the size of their data warehouse and the cost. They besides contemplate ahead the unique features of SQL Server 2005 and its integration with .NET for future development.
Then they hold to pick the ETL tool. There are a lot of ETL tools in the market, for sample Ab Initio, Informatica Power Center, IBM WebSphere as well as superb decrepit DTS packages in SQL Server. One of the data warehouse experts had said that the essential portion of ETL is that the people must understand the data. The best tool is the tool that you can retrieve and load the data efficiently and correctly and is the most cost effectual for the company. carry out not just contemplate at bar None the fancy and expensive tools, evaluate every aspect. Is the tool light to set up? Is the tool light to learn to use? If it takes a developer six months to learn to exercise the tool, is it worth the time and effort?
I used Ab Initio to crawl the identical amount of data from Oracle 9i to SQL Server 2000 and at the identical time I used DTS package to carry out the identical thing. The response time was almost the same. But Ab Initio costs a lot of money and DTS package is free. I am not saw Ab Initio is not a superb product, if the company has to retrieve zillions of data everyday, it is definitely a superb product to consider. Just liked I depart from site A to site B (approximately 10 miles) and I depart there driving a Honda Civic. It is cheap and reliable. At the identical time I can besides depart there driving a Hummer. carry out I prefer a Honda Civic than a Hummer? Of course I would like to drive a Hummer if I am as affluent as Bill Gates, but my bank account tells me a Honda Civic is superb enough! But if I hold to drive up to Mount Rushmore in South Dakota in December, I may respect another vehicle. In my case they exercise superb decrepit DTS packages and stored procedures to extract, cleanse and load their data warehouse and it is doing a very fine job.
A business intelligence tool is used to assuage the customers to access and dissect the data in the data warehouse. After you build the data warehouse, then you hold to pick BI tool. It must exist the one provide the most benefits to the business and match the business expectations. The tool has to provide security and privacy of the data. The users can access it and learn to exercise it fast. If it does, then it is a superb business intelligence tool. As I said before SQL server 2005 has business Intelligence development Studio to carry out the job. There is besides a lot of other companies selling BI products; for sample Cognos, Hyperion, and MicroStrategy. The business and IT hold to evaluate which product works the best for the customers. perquisite now they exercise Cognos for reporting, but with the rising cost of Cognos and with the unique features in SQL Server 2005, who knows, anything can change in the future.Well, does your company requisite BI and DW? You hold to request your CIO and CTO, and it is up to you to clarify to them the consequence of a data warehouse to your company, besides you hold clarify bar None the pros and cons of choosing the perquisite product.
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BlackBerry [17 Certification Exam(s) ]
BlueCoat [2 Certification Exam(s) ]
Brocade [4 Certification Exam(s) ]
Business-Objects [11 Certification Exam(s) ]
Business-Tests [4 Certification Exam(s) ]
CA-Technologies [21 Certification Exam(s) ]
Certification-Board [10 Certification Exam(s) ]
Certiport [3 Certification Exam(s) ]
CheckPoint [41 Certification Exam(s) ]
CIDQ [1 Certification Exam(s) ]
CIPS [4 Certification Exam(s) ]
Cisco [318 Certification Exam(s) ]
Citrix [48 Certification Exam(s) ]
CIW [18 Certification Exam(s) ]
Cloudera [10 Certification Exam(s) ]
Cognos [19 Certification Exam(s) ]
College-Board [2 Certification Exam(s) ]
CompTIA [76 Certification Exam(s) ]
ComputerAssociates [6 Certification Exam(s) ]
Consultant [2 Certification Exam(s) ]
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) ]
DELL [9 Certification Exam(s) ]
DMI [1 Certification Exam(s) ]
DRI [1 Certification Exam(s) ]
ECCouncil [21 Certification Exam(s) ]
ECDL [1 Certification Exam(s) ]
EMC [129 Certification Exam(s) ]
Enterasys [13 Certification Exam(s) ]
Ericsson [5 Certification Exam(s) ]
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) ]
H3C [1 Certification Exam(s) ]
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) ]
Huawei [21 Certification Exam(s) ]
Hyperion [10 Certification Exam(s) ]
IAAP [1 Certification Exam(s) ]
IAHCSMM [1 Certification Exam(s) ]
IBM [1532 Certification Exam(s) ]
IBQH [1 Certification Exam(s) ]
ICAI [1 Certification Exam(s) ]
ICDL [6 Certification Exam(s) ]
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) ]
IQN [1 Certification Exam(s) ]
IRS [1 Certification Exam(s) ]
ISA [1 Certification Exam(s) ]
ISACA [4 Certification Exam(s) ]
ISC2 [6 Certification Exam(s) ]
ISEB [24 Certification Exam(s) ]
Isilon [4 Certification Exam(s) ]
ISM [6 Certification Exam(s) ]
iSQI [7 Certification Exam(s) ]
ITEC [1 Certification Exam(s) ]
Juniper [64 Certification Exam(s) ]
LEED [1 Certification Exam(s) ]
Legato [5 Certification Exam(s) ]
Liferay [1 Certification Exam(s) ]
Logical-Operations [1 Certification Exam(s) ]
Lotus [66 Certification Exam(s) ]
LPI [24 Certification Exam(s) ]
LSI [3 Certification Exam(s) ]
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) ]
PRMIA [1 Certification Exam(s) ]
PsychCorp [1 Certification Exam(s) ]
PTCB [2 Certification Exam(s) ]
QAI [1 Certification Exam(s) ]
QlikView [1 Certification Exam(s) ]
Quality-Assurance [7 Certification Exam(s) ]
RACC [1 Certification Exam(s) ]
Real-Estate [1 Certification Exam(s) ]
RedHat [8 Certification Exam(s) ]
RES [5 Certification Exam(s) ]
Riverbed [8 Certification Exam(s) ]
RSA [15 Certification Exam(s) ]
Sair [8 Certification Exam(s) ]
Salesforce [5 Certification Exam(s) ]
SANS [1 Certification Exam(s) ]
SAP [98 Certification Exam(s) ]
SASInstitute [15 Certification Exam(s) ]
SAT [1 Certification Exam(s) ]
SCO [10 Certification Exam(s) ]
SCP [6 Certification Exam(s) ]
SDI [3 Certification Exam(s) ]
See-Beyond [1 Certification Exam(s) ]
Siemens [1 Certification Exam(s) ]
Snia [7 Certification Exam(s) ]
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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