Data Analytics & Business Intelligence Professional Bootcamp

মডিউল – ১ : Data Visualization পরিচিতি

• Data Visualization কী
  
• কেন Data Visualization গুরুত্বপূর্ণ
  
• Data vs Information vs Insight
  
• ভালো Visualization-এর নীতি
  
• Storytelling with Data – ধারণা
  
• Types of Charts
  
• Common Use Cases (Finance, Marketing, Operations, Analytics)

মডিউল – ২ : Data Visualization Fundamentals

• Visual Encoding (Position, Shape, Size, Color, Text)
  
• Context & Labels
  
• Choosing the Right Chart
  
• How to Avoid Misleading Visuals
• Dashboard vs Report vs Infographic

মডিউল – ৩ : Exploratory Data Analysis (EDA) Using Python

• Data Cleaning Basics
  
• Detecting Outliers
  
• Aggregation & Summary Statistics
  
• Categorizing Data
  
• Feature Distribution Understanding
  
• EDA → Visualization Workflow

মডিউল – ৪ : Excel Data Visualization

• Excel Chart Basics
  
• Pivot Chart
  
• Conditional Formatting
  
• Trendlines, Sparklines
  
• KPI Dashboards
  
• Advanced Excel Visualization Techniques

মডিউল – ৫ : Power BI Visualization (Beginner to Advanced)

• Power BI Introduction
  
• Data Model & Relationships
  
• Power Query for Cleaning
  
• Power BI Visual Gallery
  
• Filters, Slicers, Drill-Through
  
• Bookmarks, Tooltips, Interactions
  
• DAX for Visualization (Measures, KPIs)
  
• Creating Interactive Dashboards
  
• Publishing & Sharing Reports

মডিউল – ৬ : Tableau/ Looker Studio Visualization (Beginner to Advanced)

• Tableau Interface Overview
  
• Dimensions vs Measures
  
• Marks Card
  
• Calculated Fields
  
• Filters & Parameters
  
• Maps, Geo Visualization
  
• Dashboard Actions
  
• Storytelling & Presentation
  
• Publishing to Tableau Public

মডিউল – ৭ : Python for Data Visualization

• Matplotlib Basics
  
• Seaborn for Statistical Plots
  
• Plotly for Interactive Dashboards
  
• Time Series Visualization
  
• Geo Visualization (Folium / Plotly Maps)
• Building Custom Visualization Templates

মডিউল – ৮ : SQL for Visualization Preparation

• SQL Basics
  
• Aggregation
  
• Window Functions
  
• Date Functions
  
• CTEs for View Preparation
  
• Building Visual-ready SQL Queries

মডিউল – ৯ : Dashboard Design Principles

• Dashboard Layout
  
• Color Theory for Visualization
  
• Typography for BI
  
• KPI Selection
  
• Wireframing a Dashboard
  
• Layout Patterns (Top-Down, Tile, Grid Style)

মডিউল – ১০ : Practical Business Dashboards

• Sales KPI Dashboard
  
• Marketing Analytics Dashboard
  
• HR & Recruitment Dashboard
  
• Finance & Profitability Dashboard
  
• Operations Dashboard
  
• Call Center Dashboard
  
• Logistics & Supply Chain Dashboard

মডিউল – ১১ : Data Storytelling & Presentation Skills

• Identifying Key Message
  
• Narrative Flow
  
• Insight Highlighting
  
• Using Visuals for Executive Presentation
  
• Storytelling Frameworks
  
• Do’s and Don’ts

মডিউল – ১২ : Capstone Project & Certification

• Real Dataset Visualization
  
• Dashboard Building (Power BI / Tableau / Python)
  
• Insight Generation
  
• Executive Summary
  
• Final Presentation
  
• Certification Assessment