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Data Analytics

DataAnalyticsProgram

Excel. SQL. Power BI. Master it all.

A complete data analytics program covering Excel, SQL and Power BI — from spreadsheet basics to DAX, window functions and interactive dashboards — built to make you a job-ready data analyst.

Book Free Demo View Full Syllabus

3 Core Tools

100+ Topics

Real-World Datasets

Placement Support

Instructor teaching data analytics to students

ANALYZE DATA
DRIVE DECISIONS

Duration

4 – 5 Months

Classes

3 Days / Week

Mode

Offline / Online / Hybrid

Certification

Industry Recognized

Level

Beginner to Advanced

What You Will Learn

A complete journey across the 3 tools every data analyst uses daily

Master Excel — from formulas to Power Query, Pivot Tables & DAX
Write real-world SQL queries — from SELECT to window functions
Build interactive Power BI reports & dashboards
Clean, transform & model raw data with Power Query
Analyze business data through KPIs, trends & cohort analysis
Create dynamic dashboards with slicers, filters & drill-through
Apply DAX in both Excel & Power BI for advanced calculations
Build a data analyst portfolio with real business case studies

Tools You'll Master

Hands-on with the actual tools used by data analysts every day

XLExcel

Formulas & Functions
Pivot Tables
Power Query
Power Pivot & DAX
Charts & Dashboards
What-If Analysis

SQLSQL

Joins & Aggregations
Window Functions
Data Cleaning
Exploratory Data Analysis
KPI Queries

PBIPower BI

Power Query
Data Modeling
DAX
Visualizations
Interactive Reports
Dashboard Design

Course Syllabus

27 structured modules across 3 tools — click a tab, then click any module to see what's covered

3 Tools • 27 Modules • 100+ Topics • Beginner to Advanced

Excel 9 Modules SQL 10 Modules Power BI 8 Modules

01Excel Basics6 Topics

Workbook & Worksheet
Excel Interface
Data Entry
Formatting
Number Formatting
Basic Operations

02Formulas & Functions10 Topics

Cell References
Arithmetic Operators
Basic Functions (SUM, AVERAGE, COUNT)
Logical Functions (IF, IFS, AND/OR)
Text Functions
Date Functions
Lookup Functions (VLOOKUP, XLOOKUP, INDEX-MATCH)
Dynamic Arrays (FILTER, SORT, UNIQUE)
Math Functions
Error Handling

03Data Handling6 Topics

Excel Tables
Sorting & Filtering
Data Validation
Conditional Formatting
Text to Columns
Flash Fill

04Data Analysis4 Topics

Pivot Tables
Pivot Charts
Slicers & Timeline
Advanced Pivot (Data Model, Relationships)

05Power Query7 Topics

Power Query Basics
Data Cleaning
Transformations
Advanced Transforms (Unpivot, Group By)
Combine Data (Append & Merge)
Import Sources
Automation & Refresh

06Power Pivot & DAX5 Topics

Data Modeling
DAX Basics
DAX Logic (IF, SWITCH, CALCULATE)
Time Intelligence (YTD, MTD, YOY)
KPI Calculations

07Charts & Dashboards4 Topics

Excel Charts
Advanced Charts (Waterfall, Funnel)
Dashboard Design
Interactive Dashboard

08What-If Analysis3 Topics

Goal Seek
Scenario Manager
Data Tables (Sensitivity Analysis)

09Advanced Excel2 Topics

Named Ranges
INDIRECT Function

01Introduction to Databases2 Topics

Core Concepts (RDBMS, Tables, Rows, Columns)
Keys & Relationships (Primary Key, Foreign Key, ER Diagrams)

02SQL Basics3 Topics

Syntax & Data Types
DDL Commands (CREATE, ALTER, DROP)
CRUD Operations (INSERT, UPDATE, DELETE, SELECT)

03Filtering, Sorting & Limiting2 Topics

Filtering Data (WHERE, LIKE, BETWEEN, IN)
Sorting & Limiting (ORDER BY, LIMIT/TOP)

04Aggregates & Grouping2 Topics

Aggregate Functions (COUNT, SUM, AVG, MIN, MAX)
Grouping Data (GROUP BY, HAVING)

05Joins & Set Operators2 Topics

Working with Multiple Tables (INNER, LEFT, RIGHT, FULL, SELF, CROSS JOIN)
Set Operators (UNION, INTERSECT, EXCEPT)

06Built-in Functions & Conditional Logic4 Topics

String Functions
Date & Time Functions
Numeric Functions
Conditional Logic (CASE WHEN, COALESCE)

07Window Functions ⚡4 Topics

Window Clause (OVER, PARTITION BY)
Ranking Functions (ROW_NUMBER, RANK, DENSE_RANK)
Navigation Functions (LEAD, LAG)
Analytical Patterns (Running Totals, Moving Average)

08Data Cleaning in SQL3 Topics

Deduplication & Handling Nulls
Standardization & Formatting
Splitting & Combining Columns

09Exploratory Data Analysis (EDA)3 Topics

Customer & Sales Analysis
Trend & Cohort Analysis
Churn & Funnel Analysis

10KPI Calculations3 Topics

Revenue & Profitability
Growth & Retention (YOY Growth, Retention Rate)
Customer Lifetime Value & Conversion Rate

01Power BI Basics2 Topics

Introduction to Power BI (Desktop, Service, Mobile)
Installation & Interface

02Data Importing2 Topics

Data Sources (Excel, SQL, Web, SharePoint)
Data Loading (Import, DirectQuery, Live Connection)

03Power Query in Power BI6 Topics

Power Query Basics
Data Cleaning
Data Transformation
Advanced Transforms (Pivot, Group By)
Combine Data (Append & Merge)
Parameters & Automation

04Data Modeling3 Topics

Data Modeling Basics (Relationships, Cardinality)
Schema Design (Star & Snowflake Schema)
Relationship Management

05DAX ★7 Topics

DAX Basics (Calculated Columns vs Measures)
Basic DAX Functions
Logical DAX (IF, SWITCH)
Filter Functions (CALCULATE, FILTER, ALL)
Time Intelligence (TOTALYTD, SAMEPERIODLASTYEAR)
Advanced DAX (Variables, SUMX, RANKX)
KPI Calculations

06Visualizations4 Topics

Basic Charts (Column, Bar, Line, Pie)
Advanced Visuals (Waterfall, Funnel, Gauge)
Maps
Tables & Matrix

07Interactive Reporting4 Topics

Filters
Slicers
Drill Down & Drill Through
Tooltips & Bookmarks

08Dashboard Design3 Topics

Design Principles
Interactive Dashboards
Mobile Layout Optimization

Why Choose Nivaha Academy?

Industry expert trainers with real analytics experience
100% practical training on real business datasets
Covers all 3 in-demand tools — Excel, SQL & Power BI
Placement assistance & career guidance
Flexible batches (Morning / Afternoon / Evening)
Lifetime access to learning resources

Career Opportunities

Data Analyst
Business Analyst
Reporting Analyst
Power BI Developer / BI Analyst
MIS Executive
Data Visualization Specialist
Freelancer / Data Consultant

What Makes You Job-Ready?

Real business datasets & case studies
ATS-friendly resume & portfolio building
Mock interviews & interview preparation
Hands-on dashboard & report building projects
Personal mentorship & guidance

Placement SupportWe help you get hired!