Data Management CETL with
100% correct answers already
graded A+
Data Management Responsibilities - answer 10A - Establish systems and
tools for gathering, warehousing, mining, integrating, and reporting data in
usable and meaningful ways
Knowledge of: basic understanding of database structures and concepts
(enter once/use many); effects of invalid data; authorizations and security
standards; data streams and systems; platforms and interoperability; data
frameworks and multi-dimensional data cubes as well as scalability;
evaluating and managing user needs; requirements gathering
10B - Maintain systems and tools for gathering, warehousing, mining,
integrating, and reporting data in usable and meaningful ways
Knowledge of: data migrations; data loss management; monitoring health of
data systems through reporting; understanding differences between web-
based computing and cloud computing as well as differences between
hosted and selfhosting
10C - Make decisions based on data and related processes in support of
stakeholders
Knowledge of: availability of on-demand data; needs assessment and/or gap
analysis; automation of data capture; access to the right data for the right
people
10D - Administer data and databases following industry standards, (e.g., SIF
and SCORM)
, Knowledge of: definition, description, and differentiation between SIF and
SCORM
10E - Assess and respond to information reporting requirements related to
government mandates
Knowledge of: alignment of input to output; collection of data needed to
produce necessary reports; data validation processes; data needs of end-
users
SIF - School Interoperability Framework - answer Data sharing
SCORM - Sharable Content Object Reference Model - answer a set of
technical standards and specifications for how Web-based e-learning
software should be built. It is an industry standard that facilitates the
development of interoperable digital content and reduces the effort to
integrate or replace content in production learning environments. (Digital
Content INTEROPERABILITY)
Data sharing - answer Must attend to student privacy and security, plus
FERPA and COPPA and HIPPA.
Data sharing across Systems - answer 1) Fostering a culture for using data,
Shared responsibility with all stakeholders
2) Fully integrating all privacy regulations into practices,
3) Developing Policies to share and protect data,
4) Employing strong data security strategies, and
5) Being transparent about why and how data is used.
100% correct answers already
graded A+
Data Management Responsibilities - answer 10A - Establish systems and
tools for gathering, warehousing, mining, integrating, and reporting data in
usable and meaningful ways
Knowledge of: basic understanding of database structures and concepts
(enter once/use many); effects of invalid data; authorizations and security
standards; data streams and systems; platforms and interoperability; data
frameworks and multi-dimensional data cubes as well as scalability;
evaluating and managing user needs; requirements gathering
10B - Maintain systems and tools for gathering, warehousing, mining,
integrating, and reporting data in usable and meaningful ways
Knowledge of: data migrations; data loss management; monitoring health of
data systems through reporting; understanding differences between web-
based computing and cloud computing as well as differences between
hosted and selfhosting
10C - Make decisions based on data and related processes in support of
stakeholders
Knowledge of: availability of on-demand data; needs assessment and/or gap
analysis; automation of data capture; access to the right data for the right
people
10D - Administer data and databases following industry standards, (e.g., SIF
and SCORM)
, Knowledge of: definition, description, and differentiation between SIF and
SCORM
10E - Assess and respond to information reporting requirements related to
government mandates
Knowledge of: alignment of input to output; collection of data needed to
produce necessary reports; data validation processes; data needs of end-
users
SIF - School Interoperability Framework - answer Data sharing
SCORM - Sharable Content Object Reference Model - answer a set of
technical standards and specifications for how Web-based e-learning
software should be built. It is an industry standard that facilitates the
development of interoperable digital content and reduces the effort to
integrate or replace content in production learning environments. (Digital
Content INTEROPERABILITY)
Data sharing - answer Must attend to student privacy and security, plus
FERPA and COPPA and HIPPA.
Data sharing across Systems - answer 1) Fostering a culture for using data,
Shared responsibility with all stakeholders
2) Fully integrating all privacy regulations into practices,
3) Developing Policies to share and protect data,
4) Employing strong data security strategies, and
5) Being transparent about why and how data is used.
