BI Analyst Roadmap
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1Introduction
What is BI?
Why BI Matters?
BI Analyst vs Other Roles
Responsibilities
Skills
2Business Intelligence Operations
Metrics and KPIs
Types of BI
Stakeholder Identification
Key Business Functions
3Types of Data Analysis
Descriptive, Predictive, etc.
Variables & Data Types
Statistical Concepts
Advanced Statistics
4Data & Databases
Data Fundamentals
SQL Fundamentals
Popular Databases
Data Cleaning & Transformation
5Visualization
Fundamentals
Best Practices
Chart Categories
6BI Tools
Programming: Python, R
7Applications & Advanced Analytics
Business Applications
Advanced Analytics
Basic Machine Learning
8Communication & Storytelling
Data Storytelling
Reporting & Summaries
Essential Soft Skills
9Data Governance & Ethics
Data Quality
Data Lineage & Privacy
Bias Recognition & Mitigation
10Data Architectures
Core Architectures
Cloud BI Ecosystem
Data Modeling
ETL Tools
11Career Development & Professional Excellence
Building Portfolio
Community & Networking
Job Preparation
Certifications & Learning