MODULE 2: The Analytics Competencies and the Professional Maturity Model

Question 1

seeks to facilitate development of data analyst-enabled workforce actress the APEC region to effectively support sustainable economic growth and prosperity in the Asia-Pacific region.

Answer 1

APEC

Question 2

Apply domain-related knowledge and insights to effectively contextualize data, achieved by practical experience and exposure to emerging innovations.

Answer 2

Domain Knowledge & Application

Question 3

Develop and Implement data management strategies, incorporating privacy and data security, policies and regulations and ethical considerations.

Answer 3

Data Management & Governance

Question 4

Use general and specialized business analytics techniques for the investigation of all relevant data to derive insight for decision-making.

Answer 4

Operational Analysis

Question 5

Create and communicate compelling and actionable insights from data using visualization and presentation tools and technologies.

Answer 5

Data Visualization and Presentation

Question 6

Utilize the scientific and engineering methods to discover and create new knowledge and insights.

Answer 6

Research Method

Question 7

Use software and system engineering principles and modern computer technologies to develop data analytics applications.

Answer 7

Data Engineering Principles

Question 8

Apply statistical concepts and methodologies to data analysis.

Answer 8

Statistical Techniques

Question 9

implement and evaluate machine learning methods and algorithms on the data to derive insights for decision-making.

Answer 9

Data Analytics Methods and Algorithms

Question 10

apply information technology computational thinking and utilize programming languages and software and Hardware solutions for data analysis.

Answer 10

Computing

Question 11

demonstrating the ability to apply critical thinking skills to solve problems and make effective decisions

Answer 11

Critical Thinking

Question 12

understanding and communicating ideas

Answer 12

Communication

Question 13

working with others appreciation of multicultural differences.

Answer 13

Collaboration

Question 14

deliver high quality work and focus on final result initiative intellectual risk.

Answer 14

Creativity and Attitude

Question 15

planning and prioritizing work to manage time effectively and accomplish assigned tasks

Answer 15

Planning and Organizing

Question 16

having fundamental knowledge of the organization and the industry.

Answer 16

Business Fundamentals