Understanding Data Lifecycle & Analytical Types (Descriptive, Diagnostic, Predictive, Prescriptive)

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Understanding Data Lifecycle & Analytical Types (Descriptive, Diagnostic, Predictive, Prescriptive)

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Official Masterclass video lesson on Understanding Data Lifecycle & Analytical Types (Descriptive, Diagnostic, Predictive, Prescriptive).

Course Curriculum & Modules

10 Modules • 30 Video Lessons + 10 Reading Guides

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v1: Understanding Data Lifecycle & Analytical Types (Descriptive, Diagnostic, Predictive, Prescriptive)

Video Lesson • 01:28

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v2: Advanced Excel Formulas: XLOOKUP, INDEX-MATCH, SUMIFS, COUNTIFS & Dynamic Arrays

Video Lesson • 03:05

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v3: Data Cleaning, Text Functions, Deduplication & Error Handling in Excel

Video Lesson • 03:11

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Executive Reading Guide & Summary: Data Analytics Fundamentals & Excel Wrangling

Reading Study Article • 10–12 Min Read

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Module 1 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

Start Test

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v1: Mastering Pivot Tables, Grouping, Calculated Fields & Slicers

Video Lesson • 03:14

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v2: Power Query ETL: Unpivoting Columns, Merging Datasets & Data Transformation

Video Lesson • 03:06

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v3: Building Interactive Excel KPI Dashboards & Executive Reports

Video Lesson • 03:12

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Executive Reading Guide & Summary: Pivot Tables & Power Query ETL

Reading Study Article • 10–12 Min Read

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Module 2 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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v1: Relational Database Concepts, SQL Syntax & SELECT Statements

Video Lesson • 03:22

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v2: Filtering & Sorting Data: WHERE, GROUP BY, HAVING, ORDER BY & Aggregations

Video Lesson • 03:07

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v3: Multi-Table Joins (INNER, LEFT, RIGHT, FULL) & Subqueries

Video Lesson • 03:12

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Executive Reading Guide & Summary: SQL Fundamentals & Data Extraction

Reading Study Article • 10–12 Min Read

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Module 3 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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v1: Window Functions: ROW_NUMBER(), RANK(), DENSE_RANK(), NTILE(), LEAD() & LAG()

Video Lesson • 03:10

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v2: Common Table Expressions (CTEs), Temp Tables & Complex Joins

Video Lesson • 03:16

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v3: Database Indexing, Query Optimization & Data Integrity

Video Lesson • 03:15

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Executive Reading Guide & Summary: Advanced SQL & Window Functions

Reading Study Article • 10–12 Min Read

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Module 4 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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v1: Choosing the Right Chart: Bar, Line, Scatter, Treemap, Waterfall & Funnel

Video Lesson • 03:19

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v2: Gestalt Principles, Color Theory & Executive Visual Hierarchy

Video Lesson • 03:17

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v3: Data Storytelling: Structuring Executive Insights & Presentation Decks

Video Lesson • 03:15

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Executive Reading Guide & Summary: Data Visualization & Storytelling

Reading Study Article • 10–12 Min Read

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Module 5 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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v1: Connecting Data Sources, Power Query Transformations in Power BI

Video Lesson • 03:20

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v2: Data Modeling: Fact Tables, Dimension Tables & Star Schema Design

Video Lesson • 03:10

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v3: Managing Relationships, Active vs. Inactive Relationships & Cardinality

Video Lesson • 03:20

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Executive Reading Guide & Summary: Power BI Data Modeling & Star Schema

Reading Study Article • 10–12 Min Read

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Module 6 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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v1: DAX Fundamentals: Calculated Columns vs. Measures & Evaluation Context

Video Lesson • 03:25

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v2: Time Intelligence Functions: YTD, QTD, MTD, SAMEPERIODLASTYEAR & Date Tables

Video Lesson • 03:21

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v3: Advanced DAX: CALCULATE(), ALL(), ALLEXCEPT(), FILTER() & Userelationship()

Video Lesson • 03:18

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Executive Reading Guide & Summary: DAX & Advanced Calculations

Reading Study Article • 10–12 Min Read

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Module 7 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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v1: Designing Interactive Visualizations, Tooltips, Drillthrough & Bookmarks

Video Lesson • 03:19

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v2: Publishing Reports to Power BI Service, Workspaces & Scheduled Refresh

Video Lesson • 03:26

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v3: Row-Level Security (RLS), Sharing Dashboards & Mobile Optimization

Video Lesson • 03:29

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Executive Reading Guide & Summary: Power BI Dashboards & Security

Reading Study Article • 10–12 Min Read

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Module 8 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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v1: Descriptive Statistics: Mean, Median, Mode, Variance, Standard Deviation & Percentiles

Video Lesson • 03:23

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v2: Correlation, Regression Analysis & Trend Line Forecasting

Video Lesson • 03:20

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v3: Hypothesis Testing: P-Values, T-Tests, Chi-Square & A/B Testing Analytics

Video Lesson • 03:26

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Executive Reading Guide & Summary: Statistical Analysis & Business Metrics

Reading Study Article • 10–12 Min Read

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Module 9 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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v1: Defining Corporate KPIs, Metric Trees & Balanced Scorecards

Video Lesson • 03:26

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v2: Building a Modern Data Stack (Snowflake, BigQuery, dbt, Tableau/Power BI)

Video Lesson • 03:24

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v3: Analytics Leadership, Data Governance & Driving a Data-Driven Culture

Video Lesson • 03:30

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Executive Reading Guide & Summary: BI Strategy & Analytics Leadership

Reading Study Article • 10–12 Min Read

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Module 10 Evaluation Quiz (20 MCQs)

Knowledge Check • 20 MCQs • 15 min

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Final Certification Stage

Required for Certificate

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Final Practical Assignment Submission

Upload Capstone PDF/DOCX • AI Verified Evaluation

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Final Certification Assessment Test

50 MCQs • 45 min • Passing Score: 75%

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📊 Data Analytics & Business Intelligence

Understanding Data Lifecycle & Analytical Types (Descriptive, Diagnostic, Predictive, Prescriptive)

Course Curriculum & Modules

Module 1: Introduction to Artificial Intelligence

Module 2: Modern AI Tools & Platforms

Module 3: Prompt Engineering Fundamentals

Module 4: Business Writing & Communication

Module 5: Spreadsheet & Data Analysis AI

Module 6: Presentation & Slide Design

Module 7: Office Workflow Automation

Module 8: AI Ethics, Privacy & Security

Module 9: Resume Building & LinkedIn

Module 10: Capstone Project & Certification

Final Certification Stage

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Learning Objectives & Outcomes

Lesson Study Article & Notes

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