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Test Number : C2090-424
Test Name : InfoSphere DataStage v11.3
Vendor Name : IBM
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C2090-424 test Format | C2090-424 Course Contents | C2090-424 Course Outline | C2090-424 test Syllabus | C2090-424 test Objectives


Exam Title : IBM Certified Solution Developer - InfoSphere DataStage v11.3
Exam ID : C2090-424
Exam Duration : 90 mins
Questions in test : 64
Passing Score : 64%
Official Training : IBM InfoSphere DataStage v11.5 - Advanced Data Processing
Exam Center : Pearson VUE
Real Questions : IBM InfoSphere DataStage Real Questions
VCE practice questions : IBM C2090-424 Certification VCE Practice Test

Configuration
- Describe how to properly configure DataStage.
- Identify tasks required to create and configure a project to be used for jobs.
- Given a configuration file, identify its components and its overall intended purpose.
- Demonstrate proper use of node pools. 6%
Metadata
- Demonstrate knowledge of framework schema.
- Identify the method of importing, sharing, and managing metadata.
- Demonstrate knowledge of runtime column propagation (RCP). 5%
Persistent Storage
- Explain the process of importing/exporting data to/from framework.
- Demonstrate proper use of a Sequential File stage.
- Demonstrate proper usage of Complex Flat File stage.
-Demonstrate proper usage of FileSets and DataSets.
- Demonstrate use of FTP stage for remote data.
- Demonstrate use of restructure stages.
- Identify importing/exporting of XML data.
- Knowledge of balanced optimization for Hadoop and integration of oozie workflows.
- Demonstrate proper use of File Connector stage.
- Demonstrate use of DataStage to handle various types of data including unstructured, hierarchical, Cloud, and Hadoop. 15%
Parallel Architecture
- Demonstrate proper use of data partitioning and collecting.
- Demonstrate knowledge of parallel execution. 9%
Databases
- Demonstrate proper selection of database stages and database specific stage properties.
- Identify source database options.
- Demonstrate knowledge of target database options.
- Demonstrate knowledge of the different SQL input/creation options and when to use each. 6%
Data Transformation
- Demonstrate knowledge of default type conversions, output mappings, and associated warnings.
- Demonstrate proper selections of Transformer stage vs. other stages.
- Describe Transformer stage capabilities.
- Demonstrate the use of Transformer stage variables.
- Identify process to add functionality not provided by existing DataStage stages.
- Demonstrate proper use of SCD stage.
- Demonstrate job design knowledge of using runtime column propagation (RCP).
- Demonstrate knowledge of Transformer stage input and output loop processing. 12%
Job Components
- Demonstrate knowledge of Join, Lookup and Merge stages.
- Demonstrate knowledge of Sort stage.
- Demonstrate understanding of Aggregator stage.
- Describe proper usage of change capture/change apply.
- Demonstrate knowledge of real-time components. 8%
Job Design
- Demonstrate knowledge of shared containers.
- Describe how to minimize Sorts and repartitions.
- Demonstrate knowledge of creating restart points and methodologies.
- Explain the process necessary to run multiple copies of the source.
- Knowledge of creating DataStage jobs that can be used as a service.
- Knowledge of balanced optimization.
- Describe the purpose and uses of parameter sets and how they compare with other approaches for parameterizing jobs.
- Demonstrate the ability to create and use Data Rules using the Data Rules stage to measure the quality of data.
- Demonstrate various methods of using DataStage to handle encrypted data. 14%
Monitor and Troubleshoot
- Demonstrate knowledge of parallel job score.
- Identify and define environment variables that control DataStage with regard to added functionality and reporting.
- Given a process list, identify conductor, section leader, and player process.
- Identify areas that may Excellerate performance.
- Demonstrate knowledge of runtime metadata analysis and performance monitoring.
- Ability to monitor DataStage jobs using the Job Log and Operations Console. 9%
Job Management and Deployment
- Demonstrate knowledge of DataStage Designer Repository utilities such as advanced find, impact analysis, and job compare.
- Articulate the change control process.
- Knowledge of Source Code Control Integration.
- Demonstrate the ability to define packages, import, and export using the ISTool utility.
- Demonstrate the ability to perform admin tasks with tools such as Directory Admin. 8%
Job Control and Runtime Management
- Demonstrate knowledge of message handlers.
- Demonstrate the ability to use the dsjob command line utility.
- Demonstrate ability to use job sequencers.
- Create and manage encrypted passwords and credentials files. 8%



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IBM DataStage test dumps

IBM scientists hope to become aware of early signs of dementia using AI | C2090-424 test questions and Practice Test

a person sitting on the floor: A person in stockings is tying the shoes of a person wearing sneakers. © offered by using Quartz an individual in stockings is tying the footwear of a person donning sneakers.

Researchers from IBM and Pfizer have published particulars on a new AI mannequin that interprets written speech, which they claim can predict no matter if a person will develop Alzheimer’s seven years before they reveal signs.

The conception is appealing for its simplicity: The model’s only input is a written trial from the “cookie-theft graphic description assignment,” a standard cognitive check that asks contributors to explain what’s happening in a drawing (three guesses what the drawing is of). Researchers knowledgeable the AI to pore over individuals’ responses, deciding upon up on suggestions of cognitive decline like repetition, misspellings, two-be aware sentences, and restrained vocabulary.

Now, hang your applause: The model is in early days, and it isn’t any superior than present cognitive assessments. The preliminary examine—in accordance with facts gathered from just 270 americans over the route of four a long time—showed the AI might predict a future Alzheimer’s analysis 70% of the time. The often-used mini-mental state examination, with the aid of comparison, catches between six and seven out of 10 cases of gentle cognitive impairment, a precursor to dementia.

but the AI mannequin may nevertheless be valuable as a smoother, quicker manner for physicians to computer screen their older sufferers’ cognition over the direction of years—specially if it’s validated in a extra different inhabitants.

The biggest hurdle in treating Alzheimer’s and other forms of dementia is catching it early. by the point someone has developed full-blown dementia, their brain has suffered so a good deal harm that it might probably’t be undone. And, in a catch-22, the rationale it’s untreatable is as a result of virtually every dementia drug in the pipeline has failed within the last two decades, partially as a result of they’ve been confirmed on individuals who had been already too unwell. (The one exception is Biogen’s drug aducanumab, which is expected to benefit approval from the us meals and Drug Administration any day now.)

discovering a way to catch dementia patients prior requires identifying subtle changes in an individual’s cognitive function over time. The difficulty is that these alterations are so slight, they’re complicated to capture in a brief doctor’s consult with. If IBM’s early work holds up, language monitoring generally is a a great deal less complicated strategy to flag cognitive decline early—which would get more individuals into clinical trials that could lead to a hit treatments.

but that’s a big if. The findings are in accordance with records from just a couple of hundred racially and geographically homogeneous individuals. to be able to find adequate lengthy-term information to instruct their model, the IBM and Pfizer researchers turned to the Framingham coronary heart study, which has been tracking the health of residents from the eponymous small town in Massachusetts on account that 1948. since the researchers crucial records from individuals close to their 80s, the model attracts on early cohorts of Framingham individuals, who are on the whole white americans of European descent.

the manner these contributors talk and write certainly differs from different agencies of English speakers, so it’s complicated to claim whether the mannequin will work as neatly across the commonplace inhabitants. “until the analysis is repeated on as a minimum a different culturally and linguistically different community, it's complicated to make any massive claims, besides the fact that the cognitive deficiencies of Alzheimer’s disease are universally ordinary,” noted Monojit Choudhury, a essential researcher at Microsoft analysis Lab India who makes a speciality of language AI.

The researchers acknowledge the boundaries of their records. “Our hope is that newly accessible datasets become attainable that expand on the geographical, socioeconomical and racial diversity of facts on which they are able to continue to train their algorithms,” they wrote in a statement. An IBM spokesperson mentioned the team is actively trying to find extra different datasets.

“We needed to work with the information that changed into purchasable. Framingham as a city has its language and ethnic distribution in its population, and they will’t trade that after the fact,” stated Ajay Royyuru, who heads IBM’s healthcare research.

however, he argued, the AI model’s simple design makes it less demanding to find more records. the entire researchers need is the text from members’ descriptions of the cookie-theft picture. They don’t need information from any other checks or members’ clinical histories.

“The statistics is really going to be more readily obtainable in case you’re doing it through this capacity of evaluation as a result of all you need is written text,” Royyuru stated. “That can also be accrued from a a lot more different population.”

even so, the query isn't whether the statistics can be convenient to collect from a large, distinct population, but whether it already has been. There aren’t many other longitudinal stories on growing old, and those that do exist have their own obstacles.

The Einstein aging examine, as an example, follows 2,600 residents of the Bronx in new york city—a trial that’s prone to be extra racially diverse, but nevertheless geographically restricted. The Framingham study has made an effort to raise racial diversity by means of recruiting new cohorts in 1994 and 2003, however will take years for lengthy-term data to roll in from those businesses. many of the new participants are of their 30s, 40s, and 50s. If Alzheimer’s analysis wishes a boost from language AI models, it’ll want much more information from a wider array of sources.


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