Create data visualization or narratives according to requirements., Data Visualization and Presentation Entry, Design infographics for effective presentations of outcomes., Data Visualization and Presentation Immediate, Choose suitable visualizations methods and innovate new approaches for a specific industry., Data Visualization and Presentation Expert, Proficient in programming both SQL and NoSQL platforms for ETL purposes., Data Engineering Principles Entry, Architect and construct relational and non relational database, ensuring efficient implementation of ETL., Data Engineering Principles Immediate, Demonstrate expertise in leveraging Big Data Technologies for diverse data types source from multiple channels., Data Engineering Principles Expert, Maintain vigilant awareness and implement policies that uphold data security, privacy, etc., Data Management and Governance Entry, Effectively implement and enforce policies pertaining to data security, privacy, etc., Data Management and Governance Immediate, Formulate comprehensive policies addressing data security, privacy, etc., Data Management and Governance Expert, Employ the 4-step research model to enhance understanding and application in research endeavors., Research Methods Entry, Formulate research questions centered on identified issues within established research., Research Methods Immediate, Create experiments incorporation both passive and active data collection methods for hypothesis testing., Research Methods Expert, Conduct Fundamental Data Manipulation, Analysis and Visualization task proficiently., Computing Entry, Utilize computational thinking to translate formal data models to program code., Computing Immediate, Choose suitable application and statistical programming languages tailored to specific processes and datasets., Computing Expert, Conduct comprehensive business analysis on tasks and datasets., Operational Analytics Entry, Determine business implications from trends and patterns., OOperational Analytics Immediate, Discover opportunities from historical data for optimization., Operational Analytics Expert, Comprehend the collected data, and grasp methods by which they are managed., Domain Knowledge and Application Entry, Craft a comprehensive content strategy and design effective information architecture tailored accordingly to the needs., Domain Knowledge and Application Immediate, Formulate compelling business cases aimed at enhancing domain related procedures., Domain Knowledge and Application Expert

M2_CS0010

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