Help
Options
Didn't know it?
click below
click below
Knew it?
click below
click below
Don't Know
Remaining cards (0)
Know
retry
shuffle
restart
0:00
Embed Code - If you would like this activity on your web page, copy the script below and paste it into your web page.
Normal Size Small Size show me how
Normal Size Small Size show me how
FOA - FINALS
| Question | Answer |
|---|---|
| What is the new resource in the digital world? | Data |
| What is the complete process of creating, collecting, processing, analyzing, and extracting value from data? | Data Value Chain |
| What are the four stages of the Data Value Chain? | Data, Information, Insights, Imperatives |
| What stage involves extraction and consolidation of data into a single repository? | Information |
| What stage involves finding patterns and trends? | Insights |
| What stage involves translating analyzed data into practical recommendations? | Imperatives |
| What discipline is responsible for policies for quality and compliance? | Data Governance |
| What discipline involves end-to-end oversight of data processes? | Data Management |
| What discipline involves safeguarding data from unauthorized access? | Data Security |
| What discipline involves responsible and ethical data handling? | Data Ethics |
| What discipline involves building data systems? | Data Engineering |
| What discipline involves managing structured data? | Data Warehousing |
| What discipline involves designing data systems? | Data Architecture |
| What discipline involves extracting insights for decisions? | Business Intelligence |
| What type of analytics summarizes historical data? | Descriptive Analytics |
| What type of analytics analyzes why an event occurred? | Diagnostic Analytics |
| What type of analytics identifies future events based on historical data? | Predictive Analytics |
| What type of analytics recommends actions derived from analysis? | Prescriptive Analytics |
| What profession develops, enforces, and maintains data policies? | Data Steward |
| What profession works with data repositories where transformed data is stored? | Data Engineer |
| What profession applies statistical techniques and creates models to make predictions? | Data Scientist |
| What profession utilizes data and validates insights of Data Scientists? | Functional Analyst |
| What profession develops and guides data-driven projects? | Analytics Manager |
| What is Analytics called because it helps organizations make data-driven decisions? | Decision Support System |
| What does ETL stand for? | Extract, Transform, Load |
| What are the four categorized skills within Analytics Competencies? | Business and Organization Skills, Technical Skills, Workplace Skills |
| What are the four competencies under Business and Organization Skills? | Domain Knowledge and Application, Data Management and Governance, Operational Analytics, Data Visualization and Presentation |
| What are the five competencies under Technical Skills? | Research Methods, Data Engineering Principles, Statistical Techniques, Data Analytics Methods and Algorithms, Computing |
| What is the only competency under Workplace Skills? | 21st Century Skills |
| What proficiency level involves performing tasks with guidance? | Entry Level |
| What proficiency level involves working independently to achieve organizational goals? | Immediate Level |
| What proficiency level involves identifying new approaches and providing solutions? | Expert Level |
| What competency involves industry knowledge and domain expertise? | Domain Knowledge and Application |
| What competency involves enforcing privacy and data security? | Data Management and Governance |
| What competency involves insight derivation for decision-making? | Operational Analytics |
| What competency involves data visualization and data storytelling? | Data Visualization and Presentation |
| What competency involves utilizing scientific methods to discover new knowledge? | Research Methods |
| What competency involves utilizing software engineering to develop data applications? | Data Engineering Principles |
| What competency involves applying statistical concepts for data analysis? | Statistical Techniques |
| What competency involves implementing machine learning methods and algorithms? | Data Analytics, Methods and Algorithms |
| What competency involves information technology and programming for analysis? | Computing |
| What are the essential skills under 21st Century Skills? | Critical Thinking, Communication, Collaboration, Creativity and Attitude, Planning and Organizing, Business Fundamentals, Customer Focus, Working with Tools and Technology, Dynamic Re-Skilling, Professional Network, Ethics |
| What model introduces maximum proficiency levels for analytics roles? | Professional Maturity Model |
| What model was introduced by Davenport and Harris as the 5 Stages of Analytics Maturity? | DELTA Model |
| What model added two new components in 2017? | DELTA+ Model |
| What does the D in DELTA+ stand for? | Data |
| What does the E in DELTA+ stand for? | Enterprise |
| What does the L in DELTA+ stand for? | Leadership |
| What does the T in DELTA+ stand for? | Targets |
| What does the A in DELTA+ stand for? | Analytics Professional |
| What does the first + in DELTA+ stand for? | Technology |
| What does the second + in DELTA+ stand for? | Analytical Techniques |
| What framework focuses on Data Quality, Accessibility, and Security? | D - Data |
| What framework focuses on coordination and collaboration across the enterprise? | E - Enterprise |
| What framework focuses on committed leadership that understands analytics? | L - Leadership |
| What framework focuses on strategic identification of organizational targets? | T - Targets |
| What framework focuses on cultivating high-performing analytics professionals? | A - Analytics Professional |
| What framework focuses on strategic integration of technologies? | + - Technology |
| What framework focuses on incorporating diverse analytical techniques? | + - Analytical Techniques |
| What is the first stage of Analytics Maturity where organizations lack prerequisites for analytics? | Analytically Impaired |
| What is the second stage of Analytics Maturity with pockets of uncoordinated analytical activity? | Localized Analytics |
| What is the third stage of Analytics Maturity with capabilities established but progress hindered? | Aspirational |
| What is the fourth stage of Analytics Maturity with resources applied but no strategic focus? | Analytical Company |
| What is the fifth stage of Analytics Maturity where analytics is a distinctive business capability? | Analytical Competitor |
| What organization takes the lead in driving analytics and AI growth in the Philippines? | Analytics Association of the Philippines (AAP) |
| What is fundamental to Digital Transformation according to the module? | Analytics |
| What are the four key decisions in designing for digital? | Vision for customers, Strategic driver, Key digital capabilities, Architect business |
| What is digital transformation really about according to the module? | People, not technology |
| What organization wants to increase market share from 10% to 15% in the use case? | Retail store selling Filipino Products |
| Who goes to the marketing team to ask how to increase market share? | Department Head |
| Who suggests checking sales data to focus on a targeted audience? | Functional Analyst |
| Who provides only the necessary data and ensures legal compliance? | Data Steward |
| Who makes a model to test the hypothesis? | Data Scientist |
| Who presents the findings with backed data to the department head? | Functional Analyst |
| Who approves and gives the green light to implement the idea? | CEO |
| What does analytics start with according to the use case? | Hypothesis |
| What enables organizations to answer the question "What happened?"? | Information |
| What enables organizations to answer "Why did it happen?" and "What is likely to happen next?"? | Insights |
| What enables organizations to answer "What steps should be taken next?"? | Imperatives |
| Who are the Data Gatekeepers of an organization? | Data Steward |
| Who brings all the data into one repository? | Data Engineer |
| Who defines a Functional Analyst? | Domain Knowledge and Application |
| Who defines an Analytics Manager? | Operational Analytics |
| Who defines a Data Scientist? | Research Methods, Statistical Techniques, and Data Analytics Methods and Algorithms |
| Who defines a Data Engineer? | Data Engineering Principles |
| What is Data Storytelling? | Using data visualization techniques to tell a story with data |
| What does the 4-step research model consist of? | Hypothesis formulation, research methods selection, artifact creation, and evaluation |
| What does a Data Steward understand regarding data? | What is legally allowed and not |
| What are the key roles in analytics mentioned in Module 4? | Data Steward, Data Engineer, Data Scientist, Functional Analyst, Analytics Manager |
| What is strategy aligned with according to Module 4? | Mission and vision of the organization |
| What does a Functional Analyst excel at making? | Data visualizations and high level explanations |
| What does the AAP stand for? | Analytics and Artificial Intelligence Association of the Philippines |
Created by:
froguto7