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How to Prepare For IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1
Preparation Guide for IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1
Introduction
This exam validates the technical knowledge required for the purpose of identifying, managing and closing sales opportunities.The test is applicable to sales representatives who demonstrate sales and technical knowledge of the software and targets the technical sales professional who can deliver a comprehensive business solution to customers through solution identification, product differentiation, and competitive positioning.
Passing this test counts towards PartnerWorld competency requirements and helps you attain higher membership levels. This test also entitles you to use the mastery qualification title on your business card. IBM P2090-95 practice exams and IBM P2090-95 practice test have all questions related to this.
Candidate should give this exam who want:
- Understand general concept of data quality and QualityStage
- Understand QualityStage commonly used components and processes
- Understand the algorithms used in QualityStage to improve data quality
IBM P2090-095 Exam Overview:
| Certification Vendor: | IBM |
|---|---|
| Exam Name: | IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1 |
| Exam Number: | P2090-095 |
| Certificate Validity Period: | No fixed expiration; valid as long as associated product is supported |
| Exam Price: | $180 USD |
| Exam Duration: | 90 minutes |
| Available Languages: | English |
| Passing Score: | 23 out of 41 (≈70%) |
| Related Certifications: | IBM InfoSphere Information Server Competency IBM PartnerWorld Sales Mastery |
| Exam Format: | Multiple Choice, Scenario-Based |
| Real Exam Qty: | 39-41 |
| Recommended Training: | IBM Knowledge Center - QualityStage IBM InfoSphere QualityStage Fundamentals Course |
| Exam Registration: | IBM Training & Certification Pearson VUE Registration |
| Sample Questions: | IBM P2090-095 Sample Questions |
| Exam Way: | Online proctored or at authorized Pearson VUE test centers |
| Pre Condition: | No formal prerequisites; recommended 6+ months hands-on experience with InfoSphere QualityStage and data quality concepts |
| Official Syllabus URL: | https://www.ibm.com/training/certification |
The benefit in Obtaining the C9530-001 Exam Certification
IBM Professional Certification is a powerful, objective credential that validates your expertise in IBM products, solutions and technologies. In today's competitive job market, earning your certification helps you stand out from other IT professionals.
- Keep employees' skills current
- Lead to faster implementation of IT solutions
- Improve reliability and efficiency of IT environment
- Expose staff to new products
- Skills and knowledge
- Help staff do their jobs better
- Reduce network downtime
- Staff value and productivity
- Troubleshoot problems without help of outside support
- Benefit from robust return-on-investment
- Demonstrate competency to clients
- Make staff more valuable to organization
- Increase staff retention
- Productivity
Sample Questions
Which of the following rules will retain FIELD1 with the longest last name and TITLE equals to “MR”?
- FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(b.“LASTNAME”)) AND c.TITLE=“MR”
- FIELD1: SIZEOF(TRIM(c.“LASTNAME”))<= SIZEOF(TRIM(b.“LASTNAME”)) AND c.TITLE=“MR”
- FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(c.“LASTNAME”)) AND c.TITLE=“MR”
- FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(b.“LASTNAME”)) AND b.TITLE=“MR”
Which of the following is TRUE regarding the use of Critical Fields?
- Only critical fields of a record are used to calculate the composite weights of the record.
- Critical Fields do not have to match exactly.
- Critical Fields are fields with missing values.
- Critical Fields are used to identify fields that must agree in order for records to be linked.
In Standardization Rule Sets, classification table contains what?
- Field name, data type, and position in record.
- Class, token, and standard form.
- Token, standard form, class, and override rules.
- Pattern of tokens, actions to execute, and the logic.
Investigation of data using QualityStage is for _____________________
- verifying the reliability of the data in the fields to be used as matching criteria.
- discovering the actual values of missing data.
- identifying all the data sources for data consolidation.
- transforming the data from one data type to another.
What is DataStage/Quality Stage Administrator client used for?
- Compiling all the jobs at once.
- Scheduling jobs to execute.
- Setting up project properties.
- Exporting log messages for a job.
What does character discrete investigation examine?
- Single domain fields.
- Multiple domain fields.
- Both single domain and multiple domain fields.
- None of the above.
What is DataStage/QualityStage Director client used for?
- Enabling run time column propagation for parallel jobs.
- Clearing log messages of a job.
- Compiling and executing a job.
- Publishing and managing shared information services.
Which one of the following is NOT a survive technique?
- Probability based rule
- Most Recent
- Longest Field
- Most Frequent
Which of the following should be avoided regarding the use of Match Improvement Strategy?
- Add additional passes.
- Use only one Match Pass.
- Adjust weights using weight overrides.
- Set critical values for important fields.
A QualityStage investigate job will NOT ________________
- group records together that are considered duplicates.
- examine single domain and free-form text fields.
- discover trends and anomalies.
- identify invalid and default values.
What does the informational content of a QualityStage Match phase measure?
- The degree of importance of a particular data field.
- The significance of discriminating value and frequency.
- The severity of false positives and false negatives.
- The confidence of a match.
What does the QualityStage Standardization Rule Set contain?
- Logic for parsing, classifying, and pattern processing the data.
- Rules for eliminating columns of data.
- Information on how to perform calculation with the data.
- Rules on which records to keep
Which one of the following is NOT a necessary step in QualityStage to address data quality issues?
- Transform
- Standardize
- Investigate
- Survive
If data value AEJPA 5342G is investigated using an all-C mask, what would the result look like?
- CCCCBCCCCC
- AEJPA G
- AEJPA XXXXG
- AEJPA 5342G
Which of the following is NOT true regarding the use of Match Type?
- Reference Match has many-to-one correspondence.
- Reference Match has one-to-one correspondence.
- Unduplicate Match requires two source files.
- All of the above.
What will a QualityStage match job do?
- Gain complete understanding of data within context.
- Create cross reference keys.
- Enforce business standards on data elements.
- Construct consolidated household views of individuals.
Which of the following is Weight Override used to add or replace?
- Calculated weight
- Agreement weight
- Disagreement weight
- All of the above.
Which of the following is NOT a Match Stage comparison method?
- NAME_UNCERT
- FREQUENCY
- CNT_DIFF
- UNCERT
Which of the following will be generated by a QualityStage Word Investigate job?
- Sample report and detail report.
- Pattern report and token report.
- Pattern report and output report.
- Sample report and token report.
What is Character Concatenate method used for?
- To generate reports for frequency and pattern references.
- To analyze data using one or more character masks.
- All of the above.
- To investigate one or more fields to uncover any relationship between the field values.
IBM P2090-095 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Profiling and Investigation | 20% | - Tokenization and pattern analysis - Investigation stages and techniques - Interpreting profiling results |
| Data Standardization | 20% | - Rule sets and classification - Standardization concepts and workflow - Parsing and formatting data |
| Survivorship and Job Execution | 15% | - Outputs and reporting - Survive stage and rules - Building and running QualityStage jobs |
| Introduction to InfoSphere QualityStage | 20% | - Architecture and components - Purpose and core capabilities - Data quality concepts and lifecycle |
| Data Matching and Comparison | 25% | - Agreement and disagreement weights - Comparison methods and weighting - Match stage concepts |
How to Prepare For IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1
Preparation Guide for IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1
Introduction
This exam validates the technical knowledge required for the purpose of identifying, managing and closing sales opportunities.The test is applicable to sales representatives who demonstrate sales and technical knowledge of the software and targets the technical sales professional who can deliver a comprehensive business solution to customers through solution identification, product differentiation, and competitive positioning.
Passing this test counts towards PartnerWorld competency requirements and helps you attain higher membership levels. This test also entitles you to use the mastery qualification title on your business card. IBM P2090-95 practice exams and IBM P2090-95 practice test have all questions related to this.
Candidate should give this exam who want:
- Understand general concept of data quality and QualityStage
- Understand QualityStage commonly used components and processes
- Understand the algorithms used in QualityStage to improve data quality
IBM P2090-095 Exam Overview:
| Certification Vendor: | IBM |
|---|---|
| Exam Name: | IBM InfoSphere QualityStage Fundamentals Technical Mastery Test v1 |
| Exam Number: | P2090-095 |
| Certificate Validity Period: | No fixed expiration; valid as long as associated product is supported |
| Exam Price: | $180 USD |
| Exam Duration: | 90 minutes |
| Available Languages: | English |
| Passing Score: | 23 out of 41 (≈70%) |
| Related Certifications: | IBM InfoSphere Information Server Competency IBM PartnerWorld Sales Mastery |
| Exam Format: | Multiple Choice, Scenario-Based |
| Real Exam Qty: | 39-41 |
| Recommended Training: | IBM Knowledge Center - QualityStage IBM InfoSphere QualityStage Fundamentals Course |
| Exam Registration: | IBM Training & Certification Pearson VUE Registration |
| Sample Questions: | IBM P2090-095 Sample Questions |
| Exam Way: | Online proctored or at authorized Pearson VUE test centers |
| Pre Condition: | No formal prerequisites; recommended 6+ months hands-on experience with InfoSphere QualityStage and data quality concepts |
| Official Syllabus URL: | https://www.ibm.com/training/certification |
The benefit in Obtaining the C9530-001 Exam Certification
IBM Professional Certification is a powerful, objective credential that validates your expertise in IBM products, solutions and technologies. In today's competitive job market, earning your certification helps you stand out from other IT professionals.
- Keep employees' skills current
- Lead to faster implementation of IT solutions
- Improve reliability and efficiency of IT environment
- Expose staff to new products
- Skills and knowledge
- Help staff do their jobs better
- Reduce network downtime
- Staff value and productivity
- Troubleshoot problems without help of outside support
- Benefit from robust return-on-investment
- Demonstrate competency to clients
- Make staff more valuable to organization
- Increase staff retention
- Productivity
Sample Questions
Which of the following rules will retain FIELD1 with the longest last name and TITLE equals to “MR”?
- FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(b.“LASTNAME”)) AND c.TITLE=“MR”
- FIELD1: SIZEOF(TRIM(c.“LASTNAME”))<= SIZEOF(TRIM(b.“LASTNAME”)) AND c.TITLE=“MR”
- FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(c.“LASTNAME”)) AND c.TITLE=“MR”
- FIELD1: SIZEOF(TRIM(c.“LASTNAME”))>= SIZEOF(TRIM(b.“LASTNAME”)) AND b.TITLE=“MR”
Which of the following is TRUE regarding the use of Critical Fields?
- Only critical fields of a record are used to calculate the composite weights of the record.
- Critical Fields do not have to match exactly.
- Critical Fields are fields with missing values.
- Critical Fields are used to identify fields that must agree in order for records to be linked.
In Standardization Rule Sets, classification table contains what?
- Field name, data type, and position in record.
- Class, token, and standard form.
- Token, standard form, class, and override rules.
- Pattern of tokens, actions to execute, and the logic.
Investigation of data using QualityStage is for _____________________
- verifying the reliability of the data in the fields to be used as matching criteria.
- discovering the actual values of missing data.
- identifying all the data sources for data consolidation.
- transforming the data from one data type to another.
What is DataStage/Quality Stage Administrator client used for?
- Compiling all the jobs at once.
- Scheduling jobs to execute.
- Setting up project properties.
- Exporting log messages for a job.
What does character discrete investigation examine?
- Single domain fields.
- Multiple domain fields.
- Both single domain and multiple domain fields.
- None of the above.
What is DataStage/QualityStage Director client used for?
- Enabling run time column propagation for parallel jobs.
- Clearing log messages of a job.
- Compiling and executing a job.
- Publishing and managing shared information services.
Which one of the following is NOT a survive technique?
- Probability based rule
- Most Recent
- Longest Field
- Most Frequent
Which of the following should be avoided regarding the use of Match Improvement Strategy?
- Add additional passes.
- Use only one Match Pass.
- Adjust weights using weight overrides.
- Set critical values for important fields.
A QualityStage investigate job will NOT ________________
- group records together that are considered duplicates.
- examine single domain and free-form text fields.
- discover trends and anomalies.
- identify invalid and default values.
What does the informational content of a QualityStage Match phase measure?
- The degree of importance of a particular data field.
- The significance of discriminating value and frequency.
- The severity of false positives and false negatives.
- The confidence of a match.
What does the QualityStage Standardization Rule Set contain?
- Logic for parsing, classifying, and pattern processing the data.
- Rules for eliminating columns of data.
- Information on how to perform calculation with the data.
- Rules on which records to keep
Which one of the following is NOT a necessary step in QualityStage to address data quality issues?
- Transform
- Standardize
- Investigate
- Survive
If data value AEJPA 5342G is investigated using an all-C mask, what would the result look like?
- CCCCBCCCCC
- AEJPA G
- AEJPA XXXXG
- AEJPA 5342G
Which of the following is NOT true regarding the use of Match Type?
- Reference Match has many-to-one correspondence.
- Reference Match has one-to-one correspondence.
- Unduplicate Match requires two source files.
- All of the above.
What will a QualityStage match job do?
- Gain complete understanding of data within context.
- Create cross reference keys.
- Enforce business standards on data elements.
- Construct consolidated household views of individuals.
Which of the following is Weight Override used to add or replace?
- Calculated weight
- Agreement weight
- Disagreement weight
- All of the above.
Which of the following is NOT a Match Stage comparison method?
- NAME_UNCERT
- FREQUENCY
- CNT_DIFF
- UNCERT
Which of the following will be generated by a QualityStage Word Investigate job?
- Sample report and detail report.
- Pattern report and token report.
- Pattern report and output report.
- Sample report and token report.
What is Character Concatenate method used for?
- To generate reports for frequency and pattern references.
- To analyze data using one or more character masks.
- All of the above.
- To investigate one or more fields to uncover any relationship between the field values.
IBM P2090-095 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Profiling and Investigation | 20% | - Tokenization and pattern analysis - Investigation stages and techniques - Interpreting profiling results |
| Data Standardization | 20% | - Rule sets and classification - Standardization concepts and workflow - Parsing and formatting data |
| Survivorship and Job Execution | 15% | - Outputs and reporting - Survive stage and rules - Building and running QualityStage jobs |
| Introduction to InfoSphere QualityStage | 20% | - Architecture and components - Purpose and core capabilities - Data quality concepts and lifecycle |
| Data Matching and Comparison | 25% | - Agreement and disagreement weights - Comparison methods and weighting - Match stage concepts |
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