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PR000007 Certification Brain Dumps Source : PowerCenter Data Integration 9.x Administrator Specialist
Test Code : PR000007
Test Name : PowerCenter Data Integration 9.x Administrator Specialist
Vendor Name : Hortonworks
Q&A : 108 Brain Dump Questions
The term DataOps is a contraction of 'statistics Operations' and a play on the thought of DevOps. It seems to have been coined in a 2015 blog publish via Tamr co-founder and CEO Andy Palmer. during this blog publish, i'll dive into what DataOps capacity today, and the way firms can adopt its follow to create authentic, always-on dataflows that liberate the cost of their data.
In his 2015 publish, Palmer argued that the democratization of analytics and the implementation of "constructed-for-goal" database engines created the need for DataOps. besides the two dynamics Palmer identified, a third has emerged: the need for analysis on the "speed of need," which, counting on the use, can also be real-time, close-true-time or with some desirable latency. facts have to be made obtainable greatly, by means of a extra distinctive set of facts shops and analytic methods, and as quickly as required via the drinking user or application.
What's riding these three dynamics is the strategic necessary that organizations wield their facts as a aggressive weapon through making it accessible and consumable throughout a large number of aspects of use, in short, that their data permits pervasive intelligence. The centralized discipline of SQL-pushed business intelligence has been subsumed right into a decentralized world of superior analytics and computing device discovering. Pervasive intelligence lets "a thousand plant life bloom" as a way to maximize enterprise merits from a company's data, even if it's rushing product innovation, decreasing prices via operational excellence, or decreasing corporate risk.records drift - a latest disease That Requires New medication
there is an disease that infects facts delivery that has arisen because of the sheer complexity of the rising records ecosystem - facts glide. statistics flow is described as never-ending, sudden, and unpredictable adjustments to records structure and semantics. records go with the flow can break data pipelines and produce facts-pushed purposes to a halt, and even worse, insidiously invalidate analysis through polluting the data.
records go with the flow is led to by way of the explosion of complexity in the information give chain. it is a end result of unexpected adjustments to data sources, chiefly exterior data feeds or loosely ruled sources corresponding to systems logs. it is induced through alterations to the infrastructure processing the data, equivalent to a flow to the cloud. finally, information go with the flow is led to by using changing company necessities, for instance, the addition of latitude and longitude to an tackle desk. records waft happens without observe, and the penalties impact statistics shops and downstream applications and consumers.
Legacy facts integration assumed a privileged cadre of analysts, and a single analytical 'source of fact' with a tightly controlled relational schema. data integration changed into analogous to the usual 'Waterfall' method to application engineering - taking an inventory of operational techniques, building the all-encompassing facts warehouse, and then basking within the glow of its perfection. The extra audacious requirements of pervasive intelligence combined with the peril of information float ruin this typical method to facts circulate. The proper response to a brand new, agile "DataOps" self-discipline to contend with this more fluid atmosphere.The Agile Manifesto
In 2001, a gaggle of application developers dependent the Agile Manifesto, a declaration of the tenets of Agile application construction:
we're uncovering more desirable methods of constructing application by using doing it and helping others do it.
via this work we have come to cost:
individuals and interactions over tactics and equipment
Working application over finished documentation
client collaboration over contract negotiation
Responding to exchange over following a plan
it really is, whereas there's cost within the gadgets on the appropriate, we cost the items on the left greater.
The average Waterfall model of software building had a crew of techniques analysts producing a necessities document, from which a group of application architects produced a device structure, from which a crew of developers wrote the software, which a QA crew would then check. each step may take weeks, months or even years, with no working utility accessible except the conclusion of gadget trying out. If the method did outcomes in a working application, it become, greater commonly than no longer, late or even out of date earlier than it went reside.
The Agile approach, in distinction, encourages multidisciplinary teams concentrated on an iterative development model. An Agile crew includes analysts, designers, developers, QA engineers, and even users, working in close proximity. The Agile group begins via constructing a minimal working utility, supplying it to users as quickly as possible so that the subsequent iteration can take their comments into consideration.
on its own, agility brings merits to facts engineering, simply as it does to application engineering - the focus on constructing working programs with an iterative method grants actual enterprise price - however a purposeful statistics integration isn't the endpoint. DevOps, and DataOps, in flip, looks beyond gadget delivery to operations.building + Operations = DevOps
DevOps brings operations staff into the loop, broadening the scope of the Agile strategy from providing applications to their entire operational lifetime. builders take into consideration operational wants by using designing purposes for handy automation, scaling, and excessive availability. From its origins in information superhighway giants similar to Amazon, facebook, and Netflix, DevOps is now becoming a standard observe throughout the trade.statistics + Operations = DataOps
If we change 'supplying records' in area of 'establishing software' in the Agile Manifesto, we can observe it to the world of records engineering, and use the term DataOps to describe a multidisciplinary method to delivering price through facts in the business.
simply as DevOps brought users, developers, QA, and operations staff collectively to handle the complications of utility beginning, DataOps brings facts practitioners collectively to constantly bring first-rate statistics to functions and business approaches. end-users of records, akin to statistics analysts and facts scientists, work closely with both facts engineers and IT Ops to bring continuous records flow that hyperlinks many sources to many locations whereas dealing with the truth of information flow. It achieves a mix of robustness and adaptability through the use of an iterative approach to design and function statistics move logic from source to store to evaluation.
We feel of DataOps as supporting an iterative lifecycle for dataflows, together with build, execute, and function steps supported via records coverage:
just as DevOps treats application protection as an overarching situation, to be considered at every point in the process, in DataOps we have to give protection to statistics at each factor of its event, both from the unhealthy guys in addition to inadvertent sharing of sensitive statistics it really is area to regulatory compliance.
Let's examine each factor in flip.build
part of any DataOps crew's responsibilities is the building of a group, or topology of dataflow pipelines. A dataflow pipeline consumes facts from a point of origin, which may be a relational database, log file, message queue or any other statistics source. The pipeline might observe one or extra transformations, enriching or filtering the facts, before writing it to some set of destinations - customarily an analytical facts shop or a message queue. in the spirit of Agile methodology, the scope of any given pipeline is deliberately slender - examine data from one foundation, optionally apply transformations, and write the consequences to at least one or greater destinations. DataOps groups are able to realize price promptly, in small increments, rather than trying to 'boil the ocean.'
to accomplish anything of cost, many dataflow pipelines should connect to one an extra, either directly feeding records from one to the different, or not directly by the use of message queues or statistics outlets. because the DataOps group builds out its assortment of pipelines, it be natural to arrange them into topologies that can represent the core unit of operational management. A topology allows for the DataOps group to trace the route of records from its factor of origin, through multiple pipelines, to its surest destination. This business view provides conclusion-to-end visibility and vital insights when pipelines are operational.
DataOps emphasizes configuration over code, minimizing time to beginning and maximizing reuse. DataOps equipment enable non-builders to build pipelines, sharing them between team members to permit iterative construction. Pipelines are kept the usage of open formats, allowing effortless automation and disposing of duplication of effort.
The DataOps team and equipment it makes use of should still count on records waft. In some circumstances, corresponding to feeds from an operational database, facts go with the flow is an anomaly, and any unexpected trade in statistics structure have to be flagged for attention; in others, akin to when using exterior or semi-structured statistics, data waft is anticipated as upstream facts sources trade abruptly. within the latter case, it's highest quality if pipelines immediately propagate changing schemas to their locations.Execute
because the DataOps crew places its pipelines into creation, it ought to trust the ambiance wherein they could most effortlessly run. Does it make experience for a pipeline to execute on a cluster, or on the aspect, on-premise or on public cloud infrastructure?
regularly the enterprise has an existing funding in a cluster technology and is asking to maximise return on its funding there, so or not it's crucial that pipelines can run natively on the current cluster.
Are one or more cloud-primarily based information stores in play? The DataOps group should take care to opt for facts circulate tools that aren't tied to a single information store seller; such tools are "free like a doggy." they can certainly ease the assignment of writing statistics to that supplier's records store, however create lock-in that may get very costly by making it intricate to circulation facts out to one other destination.
DataOps tools provide the group flexibility to beginning small, after which scale up and out as soon as the dataflow topology is confirmed. essentially the most bendy tools can scale from exploration and proof-of-theory on a single computing device to clustered deployments in a position to deal with tens of millions of information per 2nd.function
If we have been easily making use of Agile software construction principles to facts engineering, we'd be executed at this point, but the "go reside" experience for a topology of pipelines is far from the end of the DataOps story, it's truly the starting. once the gadget is deployed, dataflows must be monitored, throughput measured and latency compared to provider degree agreements. Ideally, the information values themselves are sampled to efficiently notice information flow.
computerized monitoring enables the DataOps group and equipment to hastily react to altering situations, scaling up pipelines to handle seasonal or unexpected demand. right here the iterative aspects of the Agile approach come into play. One Agile principle, 'You are not going to want it,' or YAGNI, for brief, advocates in opposition t building complexity right into a system earlier than or not it's required. The DataOps group begins small, constructing dataflow pipelines to show out the method and satisfy preliminary demand, then biking back to the build exercise as operational event displays new necessities.offer protection to
records insurance plan is paramount all the way through the DataOps cycle. At a minimal, DataOps equipment should combine with statistics shops' authentication and authorization systems, and protect information from unauthorized access and amendment when it is in transit, however information protection goes a lot further than this.
below latest and impending information laws, the expenses of mishandling personally identifiable data have become prohibitive. So a DataOps effort should make use of suggestions that can detect delicate data in-flight, and immediately eliminate, mask or otherwise redact the data earlier than it's written to any analytical information stores. as an example, an operational system could somewhat legitimately save customer mobile numbers for every day company purposes, however so as to conform to rules reminiscent of GDPR, this in my view identifiable tips (PII) might possibly be better off masked in-flight earlier than being introduced to any analytical programs.
a good deal innovation is going on during this enviornment, with new equipment assisting to automate the system of detecting and redacting PII in the dataflow pipeline. The application of computing device studying to records coverage promises to additional ease the DataOps team's burden.
Hortonworks Data Platform (HDP®). This new version of HDF delivers a single open source tool set that integrates governance, security and management across the entire data lifecycle from the edge to analytics to real time decisions." data-reactid="11">SANTA CLARA, Calif., Feb. 1, 2018 /PRNewswire/ -- Hortonworks, Inc.® (HDP), a leading provider of world information management options, nowadays announced the typical availability of Hortonworks DataFlow (HDF) three.1. The launch of HDF 3.1 enhances operations and developer productivity, and delivers more advantageous integration and interoperability between HDF and Hortonworks statistics Platform (HDP®). This new version of HDF grants a single open supply tool set that integrates governance, protection and management throughout the whole facts lifecycle from the part to analytics to precise time choices.
Hortonworks emblem. (PRNewsFoto/Hortonworks) (PRNewsfoto/HORTONWORKS)greater
"As more and more groups embody the value of taking pictures facts in movement, they are additionally devising greater ambitious ambitions and complicated approaches to maximizing the utility of that facts and leveraging the insights supplied," referred to Scott Gnau, chief know-how officer at Hortonworks. "This most recent unlock improves ease-of-use and time to price through enabling developer productiveness whereas also increasing commercial enterprise interoperability."
the new HDF three.1 offers agencies right here enhancements:
improved administration of statistics flows to pace up software building and operations:
Apache NiFi Registry, a new Apache sub-task now protected within HDF business administration capabilities, allows the development, administration and portability of statistics flows. Core to its functionality is the skill to summary records move schemas and courses to permit users to song and monitor records circulate alterations at a more granular level. records move schemas are stored in a shared repository that permits for easy sharing on a worldwide basis in addition to versioning of schemas.
through this, the export and import of information flows allow easy porting and allows clean migration of facts flows from one environment to a different. The functionality improves the storage, manage, and management of versioned flows, extra shortening the application development life cycle and accelerating utility deployment to obtain sooner time to price.
elevated developer productiveness:
HDF three.1 adds new capabilities to enhance streaming information operations in Hortonworks Streaming Analytics manager (SAM). within the new SAM "verify Mode", builders can scan in the creation of SAM apps the use of mock facts and create unit checks for SAM Apps integrated into their continuous integration and birth environments.
additionally, the new SAM Operations Module gives clients the capability to with ease check, debug, troubleshoot, and video display the deployed functions, making the operations of a working application as handy as constructing the application. These efficiencies will allow developers to reallocate their time towards value-generating initiatives in utility advent.
multiplied operational efficiencies through automation:
modern-day announcement also comprises improvements to Apache Ambari and Apache Ranger that automate the tactics for managing Apache NiFi substances. users can now effortlessly add a brand new NiFi node to an current cluster devoid of manually updating node assistance. advancements to Apache Ranger enables directors to rapidly outline community-primarily based guidelines for NiFi supplies. The elimination of repetitive guide method streamlines the operations to achieve most useful effectivity and utilization of people.
superior security and message coping with with Apache Kafka 1.0:
With this unlock, HDF now helps Apache Kafka 1.0, environment a groundwork for manageability, visualization, and navigation round Kafka clusters catering to the different needs of a considerable number of personas in the subsequent unencumber. The interoperability between HDF and Kafka also makes it possible for advanced safety alternate options and extra stringent message processing semantics together with support for message headers and transactions.
Kafka 1.0 is now totally built-in with all HDF functions together with:
Apache Ambari guide for Kafka 1.0 – users can now installation, configure, control, upgrade, video display, and cozy Kafka 1.0 clusters with Ambari.
Apache Ranger assist for Kafka 1.0 – To raise information governance and lineage, users can now control entry control guidelines using useful resource or tag-primarily based protection for Kafka 1.0 clusters.
New NiFi and SAM processors for Kafka 1.0 – New processors in NiFi and Streaming Analytics supervisor aid Kafka 1.0 points including message headers and transactions.
integrated governance and protection for enterprise deployments:
When HDF is co-found with Hortonworks records Platform (HDP), HDF will now be able to integrate with Apache Atlas for governance, Hortonworks SmartSense, and Apache Knox for safety to deliver superior manageability and access of facts in addition to toolsets across the platform. This integration creates opportunities for:
move-part lineage view at dataset stage with Atlas
less difficult records assortment method with SmartSense for proactive assist and troubleshooting
convenience of single signal-on means with Knox as a common safety gateway
the integration also allows Atlas to attain meta suggestions of NiFi data flows to permit holistic information governance throughout statistics at-relaxation and in-movement for compliance.
Hortonworks is committed to driving innovation in open source communities, providing unique value to enterprise customers. Along with its partners, Hortonworks provides technology, expertise and support so that enterprise customers can adopt a modern data architecture. For more information, visit <a target="_blank" href="http://www.hortonworks.com/" rel="nofollow noopener">www.hortonworks.com</a>." data-reactid="28">Hortonworks is a leading provider of business-grade, global data management platforms, features and solutions that bring actionable intelligence from any classification of information for over half of the Fortune one hundred. Hortonworks is dedicated to using innovation in open source communities, providing wonderful price to business clients. along with its partners, Hortonworks gives technology, talents and guide so that enterprise shoppers can adopt a modern facts architecture. For more information, visit www.hortonworks.com.
Hortonworks and HDP are registered logos or trademarks of Hortonworks, Inc. and its subsidiaries within the united states and different jurisdictions. For more suggestions, please talk over with www.hortonworks.com. All different emblems are the property of their respective owners.
Hortonworks ContactJohn Roehm(408) email@example.com
View long-established content material with multimedia:http://www.prnewswire.com/news-releases/newest-free up-of-hortonworks-information-circulation-vastly-simplifies-administration-of-statistics-in-movement-300591613.html
Hadoop startup Hortonworks has delivered aid for Apache Kafka, in technical preview mode, to its Hortonworks facts Platform product. Kafka is a true-time messaging system originally developed with the aid of LinkedIn, however used through many internet corporations with a view to circulate message right now from net functions into the appropriate information services.advertisement
considered in gentle of Hortonworks’ push to integrate the Apache Storm circulation-processing gadget with Hadoop, it seems pretty clear the business is doing what it could actually to cater to a definite category of engineering-savvy companies. That comprises those that have already built superior information architectures, however also the subsequent generation of web startups, and even usual agencies, seeking to design their facts infrastructures after the big boys’ techniques.
including guide for Kafka is probably going a small deal in the grand scheme of things, but it’s part of an even bigger effort to extra distinguish Hortonworks from blood rivals Cloudera and MapR. these organizations certainly package loads of open source tooling as smartly, but their earnings also depends lots greater closely on licenses for their proprietary application. Hortonworks looks satisfied to entice clients that might want Storm, Kafka, Spark, Hadoop, and so on., as a part of a single open supply package, hoping they’ll eventually pay for help when their deployments grow too large (or too vital) to deal with alone.
PR000007 Certification Brain Dumps Source : PowerCenter Data Integration 9.x Administrator Specialist
Test Code : PR000007
Test Name : PowerCenter Data Integration 9.x Administrator Specialist
Vendor Name : Hortonworks
Q&A : 108 Brain Dump Questions
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Android [4 Certification Exam(s) ]
APA [1 Certification Exam(s) ]
APC [2 Certification Exam(s) ]
APICS [2 Certification Exam(s) ]
Apple [69 Certification Exam(s) ]
AppSense [1 Certification Exam(s) ]
APTUSC [1 Certification Exam(s) ]
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 [93 Certification Exam(s) ]
Axis [1 Certification Exam(s) ]
Banking [1 Certification Exam(s) ]
BEA [5 Certification Exam(s) ]
BICSI [2 Certification Exam(s) ]
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) ]
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College-Board [2 Certification Exam(s) ]
CompTIA [73 Certification Exam(s) ]
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CPP-Institute [1 Certification Exam(s) ]
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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) ]
ECCouncil [21 Certification Exam(s) ]
ECDL [1 Certification Exam(s) ]
EMC [126 Certification Exam(s) ]
Enterasys [13 Certification Exam(s) ]
Ericsson [5 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) ]
Fortinet [12 Certification Exam(s) ]
Foundry [6 Certification Exam(s) ]
Fujitsu [2 Certification Exam(s) ]
GAQM [8 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 [27 Certification Exam(s) ]
Hortonworks [4 Certification Exam(s) ]
Hospitality [2 Certification Exam(s) ]
HP [739 Certification Exam(s) ]
HR [2 Certification Exam(s) ]
HRCI [1 Certification Exam(s) ]
Huawei [21 Certification Exam(s) ]
Hyperion [10 Certification Exam(s) ]
IAAP [1 Certification Exam(s) ]
IBM [1518 Certification Exam(s) ]
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ICAI [1 Certification Exam(s) ]
ICDL [6 Certification Exam(s) ]
IEEE [1 Certification Exam(s) ]
IELTS [1 Certification Exam(s) ]
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Intel [2 Certification Exam(s) ]
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ISC2 [6 Certification Exam(s) ]
ISEB [24 Certification Exam(s) ]
Isilon [4 Certification Exam(s) ]
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iSQI [7 Certification Exam(s) ]
ITEC [1 Certification Exam(s) ]
Juniper [62 Certification Exam(s) ]
Legato [5 Certification Exam(s) ]
Liferay [1 Certification Exam(s) ]
Lotus [66 Certification Exam(s) ]
LPI [22 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 [25 Certification Exam(s) ]
Microsoft [356 Certification Exam(s) ]
Mile2 [2 Certification Exam(s) ]
Military [1 Certification Exam(s) ]
Misc [1 Certification Exam(s) ]
Motorola [7 Certification Exam(s) ]
mySQL [4 Certification Exam(s) ]
NCLEX [2 Certification Exam(s) ]
Network-General [12 Certification Exam(s) ]
NetworkAppliance [36 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 [257 Certification Exam(s) ]
P&C [1 Certification Exam(s) ]
Palo-Alto [4 Certification Exam(s) ]
PARCC [1 Certification Exam(s) ]
PayPal [1 Certification Exam(s) ]
Pegasystems [11 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 [9 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 [1 Certification Exam(s) ]
SpringSource [1 Certification Exam(s) ]
SUN [63 Certification Exam(s) ]
SUSE [1 Certification Exam(s) ]
Sybase [17 Certification Exam(s) ]
Symantec [133 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) ]
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 [31 Certification Exam(s) ]
Vmware [56 Certification Exam(s) ]
Wonderlic [1 Certification Exam(s) ]
Worldatwork [2 Certification Exam(s) ]
XML-Master [3 Certification Exam(s) ]
Zend [6 Certification Exam(s) ]
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