Portfolio KSB Breakdown Flashcards
K1 & B1
Explain how current/relevant legislation impacts on safe use of data and how my role contributes to a productive/safe/secure working environment
K2
Explain the relevant data policies and procedures for the org and identify the standards to be reached.
K5
Explain difference between structure and unstructured data
K6
Describe fundamentals of data structures and database design and explain how they are implemented and maintained.
K7
Explain the principles of user experience and domain context for data analytics.
K10
Explain approaches to combining data from different sources to improve accuracy/efficiency/maximise org or customer benefit
K13 & S10
Explain and apply principles of statistics for analysing datasets
K14 & S11
Explain principles of descriptive/predictive/prescriptive analytics and demonstrate how I applied it in my own work
K15
Explain the ethical aspects associated with the collation/use of data and explain why important
S5
Describe impact on UX and domain context on data analysis
S9
Describe relevant tools/techniques used for working with data systems architecture in my org
S13
Explain how I applied analytical techniques like data mining or time series forecast and other modelling techniques
S14
Demonstrative data analytics activities of qualitative and quantitative data and display results using visuals
B2
Describe how I have appropriately adapted my activities to meet minor/unexpected changes at work
B5
Describe how ensured I got to the true root of a problem and identifies a solution to prevent recurrence
B6
Identify/explain challenges in work and how I overcame them. Provide outline of lessons learned.
B7
Identify where I have adapted to changing context within scope of a project/direction of organisation or data analytics roles
