Title: Data cleansing Standard Requirements
CD-ROM Subscriptions
Data cleansing Standard Requirements
Crucial Requirements:
- Can limitations be overcome by staff training, effective use of existing features, product upgrades, data cleanup and recoding, and/or integration with other applications?
- Academia v s industry which environment is better suited for acquiring skills in data science e g data cleaning mining analysis visualization?
- Outliers/inconsistencies: Are there values that are so far beyond the typical distribution that others seem potentially erroneous?
- What errors in data inhibit experiment reproduction, and how do you design experiments to mitigate the effects of such errors?
- Has a privacy officer evaluated whether the data has been de-identified with respect to HIPAA and other regulations?
- Is there an ongoing data cleansing procedure to look for any redundant, obsolete or trivial content (ROT)?
- Do you have concerns about when a vendor uses an offsite location for processing data for data conversion?
- Do any of the backfile converted documents contain annotations that must be transferred to the new system?
- What is needed for staff to develop ways to make identification of commonly used tests more convenient?
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WHY OWN THE DATA CLEANSING SELF-ASSESSMENT?
The Data cleansing Self-Assessment will make you a Data cleansing expert by:
- Reducing the effort in the Data cleansing work to be done to get problems solved
- Ensuring that plans of action include every Data cleansing task and that every Data cleansing outcome is in place
- Saving time investigating strategic and tactical options and ensuring Data cleansing opportunity costs are low
- Delivering tailored Data cleansing advise instantly with structured going-forward plans
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SET NEW DATA CLEANSING STANDARDS OF EXCELLENCE
The Data cleansing Self-Assessment helps our clients create such high levels of Data cleansing value that they set new standards of excellence.
- Ensures you don't miss anything: 793 criteria in 7 RDMAICS (Recognize, Define, Measure, Analyze, Improve, Control and Sustain) steps with easy and quick navigating and answering for 1 or up to 10 participants
- Shows your organization instant insight in areas for improvement: Auto generates reports, radar chart for maturity assessment, insights per process and participant and bespoke, ready to use, RACI Matrix
- Gives you a professional Dashboard to guide and perform a thorough Data cleansing Self-Assessment
- Is secure: Ensures offline data protection of your Self-Assessment results
- Dynamically prioritized projects-ready RACI Matrix shows your organization exactly what to do next
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COST/BENEFIT ANALYSIS; DATA CLEANSING
SELF-ASSESSMENT JUSTIFICATION AND APPROVAL TOOLS:
Purchasing a The Art of Service Self Assessment will spur new ideas, fast track project strategy and advance your professional skills. We’ve developed a set of criteria that will aid in gaining approval and give you the ability to validate and review your Self-Assessment investment:
- Excluding hired consultants and advisors from top management consulting firms, internal Data cleansing Self-Assessment work is typically undertaken by senior level positions with titles such as Enterprise Architect, Business Process Architects, Business Process Re-engineering Specialists and Business Architects.
- Statistics according to Glassdoor and Indeed tell these positions receive an average basic pay of $125,000. Daily rates of basic pay are computed by dividing an employee's annual pay by 260 days. The daily salary is then derived by dividing the annual salary of $125,000 by 260 days = a daily rate of $480.
- Top management consulting firms start at $2,000 a day, with rates typically charged up to 40 hours per week.
For a fraction of this the Self-Assessment will make you
a Data cleansing domain authority.
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The U.S. Department of Commerce, National Institute of Standards and Technology (NIST) has included The Art of Service's Cyber Security Self Assessment on their Framework Industry Resources list since The Art of Service's Self Assessment is deemed qualified, accurate and comprehensive as a Guidance that Incorporates the Framework: https://www.nist.gov/cyberframework/industry-resources
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