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Introduction to Data Modelling - Coggle Diagram
Introduction to Data Modelling
(1)Data Science Process
Data Preparation
Data Exploration
Retrieving data
Data Modeling
Seatting the research goal
Presentation and Automation
(4) Common Organizational Applications
(2) Business Analysis Competencies
Business Knowledge
Business Finance
Business Case Development
Domain Knowledge
Subject Mater Expertise
Principles of IT
Organization Structures
Supplier Management
Business Architecture
Professional Techniques
Stakeholder Analysis and Management
Investigation Techniques
Strategy Analysis
Requirements Engineering
Business Modelling
Data Modelling
Gap Analysis
Facilitation Skills
Portfolio Management
Benefits Management
Agile Thinking
Project Management
Personal Qualities- concerned with how a person thinks and interacts with others
Analytical Skills and criticak thinking
Attention to detail
Political Awareness
Problem Solving
Team working
Influencing
Leadership
Relationship Building
Self belief
Communication
Professional Development
Convo Framework and CRISP-DM Framework
(5)Frameworks for Data Analytics Projects
(6)Information Action Value Chain
(3) Conceptual Business Models
Business foundation:Foundations of Success
(b)Business Analyst Competencies
(c) Business Analyst Skills
Understanding Data Analysis Techniques and Algorithms
Having Good Computer Programming Knowledge
Understanding Data Structures and Data Storage/Warehousing Techniques
Knowing Relevant Statistical and Mathematical Concepts
Understanding the Business and Business Problems
(a)BAckwards Thinking approach
or the problem we want to solve
and then working backwards to determine
what data is needed
where to obtain that data
starts with identifying what decision want to make
to have knowledge about the business/problem being explored through the data analysis process
has experience in the industry or field related to the project
high-level understanding of the businesses model of the organization.