Combo Program

★★★★★

(2,088 ratings) 50,000+ Student

DATA ANALYTICS COMBO (WITHOUT PYTHON) Training in Pune

The Data Analytics Combo (Without Python) course is designed for learners who want to build practical data analysis skills using SQL, Advanced Excel, and Microsoft Power BI. The training covers data cleaning, SQL queries, Excel analysis, dashboards, data visualization, reporting, and business insights through practical exercises and real-world datasets. Learners gain the skills to work with data, identify useful trends, and present findings clearly for better decision-making. This course is ideal for freshers, students, business analysts, finance professionals, MIS executives, and working professionals looking to start or advance their career in data analytics without learning Python.

Radical Technologies

50,000+ English 113 Modules · 113 Courses

Online / Classroom

DATA ANALYTICS COMBO (WITHOUT PYTHON)

Program Snapshot + Course Overview + Why Job-Oriented + 1. COURSE OVERVIEW & CAREER ROADMAP + Learning Roadmap + Career Outcomes + Program Deliverables + 3. PREREQUISITES & ANALYTICS FUNDAMENTALS + Prerequisites + Module 1 — Data Analytics Fundamentals + Hands-On Labs + Assignment + Mini Project + Job-Oriented Scenarios + 4. EXCEL FUNDAMENTALS FOR DATA ANALYTICS + Module 2 — Excel Fundamentals + Core Formulas + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 5. ADVANCED EXCEL ANALYTICS + Module 3 — Advanced Excel + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 6. PIVOTTABLES, PIVOTCHARTS & EXCEL DASHBOARDS + Module 4 — Excel Reporting + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 7. POWER QUERY & DATA PREPARATION + Module 5 — Power Query + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 8. POWER PIVOT & DATA MODELING + Module 6 — Power Pivot & Modeling + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 9. SQL FUNDAMENTALS + Module 7 — SQL Fundamentals + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 10. SQL JOINS, SUBQUERIES & INTERMEDIATE ANALYTICS + Module 8 — SQL Intermediate + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 11. ADVANCED SQL FOR ANALYTICS + Module 9 — Advanced SQL + Hands-On Labs + Assignments + Mini Projects + Job-Oriented Scenarios + 12. POWER BI FUNDAMENTALS & DATA ACQUISITION + Module 10 — Power BI Fundamentals + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 13. POWER BI DATA TRANSFORMATION & MODELING + Module 11 — Power BI Modeling + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 14. DAX FUNDAMENTALS + Module 12 — DAX + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 15. ADVANCED DAX & POWER BI ANALYTICS + Module 13 — Advanced DAX + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 16. POWER BI DASHBOARDS, SERVICE & GOVERNANCE + Module 14 — Advanced Power BI Reporting + Hands-On Labs + Assignments + Mini Project + Job-Oriented Scenarios + 17. INTEGRATED PROJECTS & BUSINESS CASE STUDIES + Mini Projects + Project Lifecycle + Deliverables + Job-Oriented Scenarios + 18. CAPSTONE PROJECT & REAL-TIME JOB SCENARIOS + Capstone Options + Recommended Capstone + Real-Time Job Scenarios + 19. TROUBLESHOOTING, INDUSTRY TOOLS & BEST PRACTICES + Troubleshooting Scenarios + Industry Tools + Best Practices + 20. CERTIFICATIONS, INTERVIEWS, RESUME & PLACEMENT + Recommended Certifications + Mock Interviews + Resume Preparation + Placement Assistance + Target Job Roles + Final Outcome

Courses Included 113 Courses Combined

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

Tools you'll master

SQL Power BI Excel Azure GitHub Business Intelligence Data Visualization PostgreSQL MySQL JIRA

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100% placement assistance

What you'll learn

Build practical, hands-on skills in Program Snapshot

Build practical, hands-on skills in Course Overview

Build practical, hands-on skills in Why Job-Oriented

Build practical, hands-on skills in 1. COURSE OVERVIEW & CAREER ROADMAP

Build practical, hands-on skills in Learning Roadmap

Build practical, hands-on skills in Career Outcomes

Build practical, hands-on skills in Program Deliverables

Build practical, hands-on skills in 3. PREREQUISITES & ANALYTICS FUNDAMENTALS

Build practical, hands-on skills in Prerequisites

Build practical, hands-on skills in Module 1 — Data Analytics Fundamentals

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignment

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 4. EXCEL FUNDAMENTALS FOR DATA ANALYTICS

Build practical, hands-on skills in Module 2 — Excel Fundamentals

Build practical, hands-on skills in Core Formulas

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 5. ADVANCED EXCEL ANALYTICS

Build practical, hands-on skills in Module 3 — Advanced Excel

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 6. PIVOTTABLES, PIVOTCHARTS & EXCEL DASHBOARDS

Build practical, hands-on skills in Module 4 — Excel Reporting

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 7. POWER QUERY & DATA PREPARATION

Build practical, hands-on skills in Module 5 — Power Query

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 8. POWER PIVOT & DATA MODELING

Build practical, hands-on skills in Module 6 — Power Pivot & Modeling

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 9. SQL FUNDAMENTALS

Build practical, hands-on skills in Module 7 — SQL Fundamentals

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 10. SQL JOINS, SUBQUERIES & INTERMEDIATE ANALYTICS

Build practical, hands-on skills in Module 8 — SQL Intermediate

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 11. ADVANCED SQL FOR ANALYTICS

Build practical, hands-on skills in Module 9 — Advanced SQL

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Projects

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 12. POWER BI FUNDAMENTALS & DATA ACQUISITION

Build practical, hands-on skills in Module 10 — Power BI Fundamentals

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 13. POWER BI DATA TRANSFORMATION & MODELING

Build practical, hands-on skills in Module 11 — Power BI Modeling

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 14. DAX FUNDAMENTALS

Build practical, hands-on skills in Module 12 — DAX

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 15. ADVANCED DAX & POWER BI ANALYTICS

Build practical, hands-on skills in Module 13 — Advanced DAX

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 16. POWER BI DASHBOARDS, SERVICE & GOVERNANCE

Build practical, hands-on skills in Module 14 — Advanced Power BI Reporting

Build practical, hands-on skills in Hands-On Labs

Build practical, hands-on skills in Assignments

Build practical, hands-on skills in Mini Project

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 17. INTEGRATED PROJECTS & BUSINESS CASE STUDIES

Build practical, hands-on skills in Mini Projects

Build practical, hands-on skills in Project Lifecycle

Build practical, hands-on skills in Deliverables

Build practical, hands-on skills in Job-Oriented Scenarios

Build practical, hands-on skills in 18. CAPSTONE PROJECT & REAL-TIME JOB SCENARIOS

Build practical, hands-on skills in Capstone Options

Build practical, hands-on skills in Recommended Capstone

Build practical, hands-on skills in Real-Time Job Scenarios

Build practical, hands-on skills in 19. TROUBLESHOOTING, INDUSTRY TOOLS & BEST PRACTICES

Build practical, hands-on skills in Troubleshooting Scenarios

Build practical, hands-on skills in Industry Tools

Build practical, hands-on skills in Best Practices

Build practical, hands-on skills in 20. CERTIFICATIONS, INTERVIEWS, RESUME & PLACEMENT

Build practical, hands-on skills in Recommended Certifications

Build practical, hands-on skills in Mock Interviews

Build practical, hands-on skills in Resume Preparation

Build practical, hands-on skills in Placement Assistance

Build practical, hands-on skills in Target Job Roles

Build practical, hands-on skills in Final Outcome

Programme Overview

113 modules across Program Snapshot, Course Overview, Why Job-Oriented, 1. COURSE OVERVIEW & CAREER ROADMAP, Learning Roadmap, Career Outcomes, Program Deliverables, 3. PREREQUISITES & ANALYTICS FUNDAMENTALS, Prerequisites, Module 1 — Data Analytics Fundamentals, Hands-On Labs, Assignment, Mini Project, Job-Oriented Scenarios, 4. EXCEL FUNDAMENTALS FOR DATA ANALYTICS, Module 2 — Excel Fundamentals, Core Formulas, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 5. ADVANCED EXCEL ANALYTICS, Module 3 — Advanced Excel, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 6. PIVOTTABLES, PIVOTCHARTS & EXCEL DASHBOARDS, Module 4 — Excel Reporting, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 7. POWER QUERY & DATA PREPARATION, Module 5 — Power Query, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 8. POWER PIVOT & DATA MODELING, Module 6 — Power Pivot & Modeling, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 9. SQL FUNDAMENTALS, Module 7 — SQL Fundamentals, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 10. SQL JOINS, SUBQUERIES & INTERMEDIATE ANALYTICS, Module 8 — SQL Intermediate, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 11. ADVANCED SQL FOR ANALYTICS, Module 9 — Advanced SQL, Hands-On Labs, Assignments, Mini Projects, Job-Oriented Scenarios, 12. POWER BI FUNDAMENTALS & DATA ACQUISITION, Module 10 — Power BI Fundamentals, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 13. POWER BI DATA TRANSFORMATION & MODELING, Module 11 — Power BI Modeling, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 14. DAX FUNDAMENTALS, Module 12 — DAX, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 15. ADVANCED DAX & POWER BI ANALYTICS, Module 13 — Advanced DAX, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 16. POWER BI DASHBOARDS, SERVICE & GOVERNANCE, Module 14 — Advanced Power BI Reporting, Hands-On Labs, Assignments, Mini Project, Job-Oriented Scenarios, 17. INTEGRATED PROJECTS & BUSINESS CASE STUDIES, Mini Projects, Project Lifecycle, Deliverables, Job-Oriented Scenarios, 18. CAPSTONE PROJECT & REAL-TIME JOB SCENARIOS, Capstone Options, Recommended Capstone, Real-Time Job Scenarios, 19. TROUBLESHOOTING, INDUSTRY TOOLS & BEST PRACTICES, Troubleshooting Scenarios, Industry Tools, Best Practices, 20. CERTIFICATIONS, INTERVIEWS, RESUME & PLACEMENT, Recommended Certifications, Mock Interviews, Resume Preparation, Placement Assistance, Target Job Roles, Final Outcome — a single, progressive learning arc from foundational concepts to real-world projects.

113

Courses Combined

113

Total Modules

648

Total Topics

4.8★

Average Rating

50K+

Students Trained

Program Snapshot

Master the core concepts and hands-on skills of Program Snapshot — from fundamentals to real-world application.

Power BI SQL Excel

Course Overview

Master the core concepts and hands-on skills of Course Overview — from fundamentals to real-world application.

Excel SQL

Why Job-Oriented

Master the core concepts and hands-on skills of Why Job-Oriented — from fundamentals to real-world application.

Why Job-Oriented

1. COURSE OVERVIEW & CAREER ROADMAP

Master the core concepts and hands-on skills of 1. COURSE OVERVIEW & CAREER ROADMAP — from fundamentals to real-world application.

1. COURSE OVERVIEW & CAREER ROADMAP

Learning Roadmap

Master the core concepts and hands-on skills of Learning Roadmap — from fundamentals to real-world application.

Power BI SQL Excel

Career Outcomes

Master the core concepts and hands-on skills of Career Outcomes — from fundamentals to real-world application.

Power BI Excel SQL

Who is this programme for?

Whether you're starting from scratch, know some SQL, or are already writing code — this programme takes you from database fundamentals through Python programming to real-world data analysis.

Students & Freshers

Build a strong foundation in DATA ANALYTICS COMBO (WITHOUT PYTHON) and gain practical, job-ready experience from day one.

Working Professionals

Upskill and combine complementary skills from multiple courses in one structured programme.

Career Switchers

Move into a new technical role with a single, structured path covering everything you need.

IT Professionals

Deepen your expertise and broaden your skill set with hands-on, practical training.

Course Curriculum

113 courses • 113 modules • 648 topics

Program Snapshot

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Recommended Duration: 140–180 Hours

• Level: Beginner to Advanced

• Learning Model: Concepts + Hands-On Labs + Assignments + Mini Projects + Capstone + Job Scenarios

• Target Roles: Data Analyst

BI Analyst

Reporting Analyst

MIS Analyst

Power BI Analyst

SQL Analyst

Junior BI Developer

Course Overview

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• End-to-end workflow: understand business questions

profile and clean data

query with SQL

analyze

with Excel

transform with Power Query

model data

build DAX measures

create dashboards

validate

results and communicate insights.

Why Job-Oriented

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Every major module includes practical work

assignments and workplace scenarios. Learners work with

raw

inconsistent and multi-source datasets and produce portfolio-ready deliverables.

1. COURSE OVERVIEW & CAREER ROADMAP

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

1. Course Overview & Career Roadmap

Learning Roadmap

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• 1. Analytics fundamentals

• 2. Excel fundamentals

• 3. Advanced Excel

• 4. PivotTables & dashboards

• 5. Power Query

• 6. Power Pivot/data modeling

• 7. SQL fundamentals

• 8. SQL joins

CTEs and subqueries

• 9. Advanced SQL and window functions

• 10. Power BI fundamentals

• 11. Power BI modeling

• 12. DAX

• 13. Advanced DAX

• 14. Power BI Service

security and governance

• 15. Integrated projects

• 16. Capstone and interview preparation

Career Outcomes

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Analyze business data

• Write analytical SQL

• Build advanced Excel models

• Automate preparation with Power Query

• Design Power BI semantic models

• Create DAX KPIs and time intelligence

• Troubleshoot reporting issues

• Present insights to technical and non-technical stakeholders

Program Deliverables

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• SQL query portfolio

• Advanced Excel workbooks

• Power BI dashboards

• Data model documentation

• KPI dictionary

• Project presentations

3. PREREQUISITES & ANALYTICS FUNDAMENTALS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

3. Prerequisites & Analytics Fundamentals

Prerequisites

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Basic computer and spreadsheet knowledge

• Basic arithmetic

percentages and logical reasoning

• Business-process knowledge is useful but not mandatory

• No prior SQL or Power BI experience required

Module 1 — Data Analytics Fundamentals

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Descriptive

diagnostic

predictive and prescriptive analytics

• Structured vs semi-structured data

• Dimensions

measures and attributes

• KPIs

metrics

targets and benchmarks

• Data quality: accuracy

completeness

consistency

uniqueness and timeliness

• Data profiling and validation

• Business questions vs analytical questions

• Mean

median

mode

variance and standard deviation

• Outliers

trends

seasonality

• Correlation vs causation

• Data storytelling

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Sales KPI Definition Lab

• Data Quality Profiling Lab

• Outlier Identification Lab

• Business Question-to-KPI Mapping Lab

Assignment

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Create a KPI dictionary

analytical questions and data-validation checklist.

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Retail Sales Diagnostic Analysis — identify revenue trends

weak products

regions and customer

segments.

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Reconcile two reports with different revenue totals

• Explain a sales decline despite increased order volume

• Define daily operational KPIs for management

4. EXCEL FUNDAMENTALS FOR DATA ANALYTICS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

4. Excel Fundamentals For Data Analytics

Module 2 — Excel Fundamentals

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Workbook and worksheet management

• Tables and structured references

• Relative

absolute and mixed references

• Sorting

filtering and advanced filtering

• Data validation

• Text-to-Columns and Flash Fill

• Remove duplicates and data cleaning

• Conditional formatting

• Charts and visual selection

• Formula auditing

• CSV and text imports

Core Formulas

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• SUM

AVERAGE

MIN

MAX

COUNT

COUNTA

• IF

AND

• SUMIF/SUMIFS

COUNTIF/COUNTIFS

AVERAGEIF/AVERAGEIFS

• ROUND

ROUNDUP

ROUNDDOWN

• LEFT

RIGHT

MID

LEN

TRIM

CLEAN

SUBSTITUTE

• CONCAT

TEXTJOIN

TEXT

DATE

YEAR

MONTH

DAY

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Sales Data Cleaning Lab

• Employee Attendance Analysis Lab

• Customer Master Cleanup Lab

• Monthly MIS Report Lab

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Build a sales tracker with validation and KPI formulas

• Clean a 10

000-row customer dataset and document the process

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Monthly Sales MIS Dashboard — revenue

orders

target achievement and regional performance

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Prepare daily MIS from CSV exports

• Identify duplicate customer records

• Create exception reports for invalid transactions

5. ADVANCED EXCEL ANALYTICS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

5. Advanced Excel Analytics

Module 3 — Advanced Excel

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• XLOOKUP

• INDEX + MATCH

• Multi-criteria lookups

• Nested logical formulas

• Dynamic arrays: FILTER

SORT

UNIQUE

• LET

• Advanced date calculations

• Text standardization

• IFERROR

• Scenario and sensitivity analysis

• Goal Seek

• Data Tables

• Scenario Manager

• Forecasting concepts

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Advanced Lookup & Reconciliation Lab

• Dynamic Array Reporting Lab

• Target vs Actual Variance Lab

• Sales Forecasting Lab

• What-If Pricing Model Lab

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Build a multi-source reconciliation workbook

• Create a dynamic region/product/month report

• Build a price-volume-margin scenario model

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Financial Planning & Variance Analysis — actual vs budget

variance drivers and scenarios

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Finance month-end reconciliation

• Dynamic management report by region/product

• Revenue impact of multiple pricing scenarios

6. PIVOTTABLES, PIVOTCHARTS & EXCEL DASHBOARDS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

6. Pivottables

Pivotcharts & Exce Dashboards

Module 4 — Excel Reporting

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• PivotTables

• Calculated fields

• Date grouping

• Slicers and timelines

• PivotCharts

• KPI cards

• Dashboard layout and visual hierarchy

• Conditional formatting for exceptions

• Presentation-ready reporting

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Sales Pivot Analysis Lab

• Customer Segmentation Lab

• Inventory Aging Lab

• Executive Excel Dashboard Lab

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Create a regional sales PivotTable with slicers

• Build an executive dashboard with at least five KPIs and three analytical views

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Retail Executive Dashboard — sales

margin

product mix

customer segment and monthly trend

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Weekly business review dashboard

• Slow-moving inventory analysis

• Refreshable monthly management report

7. POWER QUERY & DATA PREPARATION

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

7. Power Query & Data Preparation

Module 5 — Power Query

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• ETL workflow

• Excel

CSV

folder and database connections

• Data profiling and data types

• Remove/replace/split/merge

• Fill and group

• Merge and append

• Pivot and unpivot

• Conditional/custom columns

• Parameters

• Refreshable transformations

• Introduction to M language

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Folder-Based Monthly Consolidation

• Customer Master Cleaning

• Sales-Product Merge

• Operational Report Unpivot

• Parameterized Data Load

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Combine 12 monthly files into one refreshable dataset

• Standardize customer and product data

• Build a reusable monthly refresh process

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Automated Sales Data Preparation Pipeline using Power Query

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Consolidate files from 20 branches

• Handle changing date/currency formats

• Replace manual daily copying with a refreshable process

8. POWER PIVOT & DATA MODELING

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

8. Power Pivot & Data Modeling

Module 6 — Power Pivot & Modeling

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Fact and dimension tables

• Primary and foreign keys

• Relationships

• Star schema

• One-to-many relationships

• Date dimension

• Calculated columns vs measures

• Power Pivot model

• Model size and performance

• Relationship validation

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Sales Star Schema Lab

• Date Dimension Lab

• Customer-Product Model Lab

• Power Pivot KPI Model Lab

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Design an e-commerce star schema

• Build a sales model

• Correct duplicate keys and relationship issues

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Multi-Table Retail Analytics Model — transactions

customers

products and calendar

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Incorrect totals caused by relationships

• Reusable model design

• Optimize a slow workbook

9. SQL FUNDAMENTALS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

9. Sql Fundamentals

Module 7 — SQL Fundamentals

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Relational database concepts

• Tables

rows

columns and keys

• SELECT and DISTINCT

• WHERE and ORDER BY

• Aliases and calculated columns

• CASE

• NULL handling

• LIKE

IN and BETWEEN

• Aggregate functions

• GROUP BY and HAVING

• Date and string functions

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Customer Database Exploration

• Sales Filtering & Aggregation

• KPI Query

• Date-Based Sales Analysis

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Write 30 retail SQL queries

• Calculate revenue

order count

AOV and top products

• Identify invalid and duplicate records

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• SQL Retail Sales Analysis — answer management questions using SQL

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Top 10 customers by revenue

• Month-wise sales and target comparison

• High-volume but low-revenue products

10. SQL JOINS, SUBQUERIES & INTERMEDIATE ANALYTICS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

10. Sql Joins

Subqueries & Intermediate

Analytics

Module 8 — SQL Intermediate

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• INNER JOIN

• LEFT JOIN

• RIGHT/FULL OUTER JOIN concepts

• Self and cross joins

• Multi-table joins

• Subqueries and correlated subqueries

• EXISTS/NOT EXISTS

• UNION and UNION ALL

• INTERSECT/EXCEPT concepts

• CTEs

• Conditional aggregation

• Date analysis

• Cohort concepts

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Multi-Table Sales Join

• Customer 360 SQL

• Product Profitability Query

• CTE-Based KPI

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Join five related business tables

• Find customers absent from a comparison period

• Build a CTE-based monthly product report

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Customer 360 Analysis — customer

order

product and support data

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Preserve unmatched customers

• Find customers inactive for 90 days

• Identify high-revenue/low-margin products

11. ADVANCED SQL FOR ANALYTICS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

11. Advanced Sql For Analytics

Module 9 — Advanced SQL

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Window functions

• ROW_NUMBER

RANK

DENSE_RANK

• LAG and LEAD

• Running totals and moving averages

• PARTITION BY

• Advanced CTEs

• Views

• Stored procedure concepts

• Temporary tables

• Transactions and ACID concepts

• Indexes and execution-plan concepts

• Duplicate detection

• Data reconciliation

• Query optimization fundamentals

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Top-N per Category

• Customer Ranking

• Running Sales Total

• Month-over-Month Growth

• Deduplication

• SQL Performance Investigation

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Regional ranking query

• Month-over-month growth using windows

• Duplicate detection/resolution

• Optimize a deliberately slow query

Mini Projects

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Advanced SQL Business Performance Analysis — executive KPIs

ranking

trends and exceptions

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Second/third-highest performer by region

• Previous vs current purchase analysis

• First and latest transaction per customer

12. POWER BI FUNDAMENTALS & DATA ACQUISITION

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

12. Power Bi Fundamentals & Data Acquisition

Module 10 — Power BI Fundamentals

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Power BI Desktop and Service

• Reports

dashboards and semantic models

• Excel

CSV

SQL and folder connections

• Import vs DirectQuery concepts

• Power Query in Power BI

• Basic transformations

• Visual selection

• Filters and slicers

• Formatting and themes

• Interactions

• Publishing

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Power BI Desktop Setup

• Excel-to-Power BI Import

• SQL-to-Power BI Connectivity

• Basic Sales Dashboard

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Connect Power BI to a relational sales database

• Create a three-page summary

trend and detail report

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Power BI Sales Performance Dashboard

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Convert Excel MIS to Power BI

• Build a SQL-driven management report

• Create drillable sales reporting

13. POWER BI DATA TRANSFORMATION & MODELING

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

13. Power Bi Data Transformation & Modeling

Module 11 — Power BI Modeling

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Merge and append

• Query folding concepts

• Parameters

• Fact/dimension design

• Star schema

• Cardinality

• Filter direction

• Date tables

• Import vs DirectQuery decisions

• Model validation and performance

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Multi-Source Integration

• Star Schema Modeling

• Date Table

• Relationship Troubleshooting

• Model Optimization

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Transform five raw sources

• Design a retail star schema

• Correct relationship-driven totals

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Enterprise Sales Semantic Model — reusable sales/customer/product/region/calendar model

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Duplicate totals

• Automated monthly appends

• Reusable semantic model across reports

14. DAX FUNDAMENTALS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

14. Dax Fundamentals

Module 12 — DAX

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Measures vs calculated columns

• SUM

AVERAGE

COUNT

DISTINCTCOUNT

• CALCULATE

• FILTER and ALL

• IF and SWITCH

• DIVIDE

• Variables

• Date tables

• YTD

MTD and QTD

• Previous-period analysis

• Variance and growth

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• KPI Measures

• Revenue & Margin

• Target vs Actual

• YTD/MTD/QTD

• Dynamic KPI

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Create 20 business measures

• Build revenue

margin

target and growth measures

• Create time-intelligence measures

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Sales KPI Semantic Model

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Same-period-last-year comparison

• Region-sensitive KPI

• Target achievement without double counting

15. ADVANCED DAX & POWER BI ANALYTICS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

15. Advanced Dax & Power Bi Analytics

Module 13 — Advanced DAX

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Filter context and row context

• Context transition

• SUMX and AVERAGEX

• Advanced ranking

• Top-N

• Dynamic titles

• Disconnected tables

• What-if parameters

• Dynamic segmentation

• Retention/cohort concepts

• Pareto analysis

• Rolling averages

• Advanced time intelligence

• DAX performance

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Top-N Product Analysis

• Pareto Customer Analysis

• Rolling 12-Month Sales

• Dynamic Segmentation

• What-If Parameter

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Dynamic Top-N selector

• Rolling 12-month KPI

• Customer segmentation measure

• 80/20 cumulative-revenue analysis

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Customer & Product Profitability Analytics

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Dynamic Top 10

• Rolling revenue trend

• Identify customers contributing 80% of revenue

16. POWER BI DASHBOARDS, SERVICE & GOVERNANCE

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

16. Power Bi Dashboards

Service & Governance

Module 14 — Advanced Power BI Reporting

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Executive dashboard design

• Drill-down and drill-through

• Tooltips

• Bookmarks and buttons

• Page navigation

• Conditional formatting

• Custom visuals

• Mobile layout concepts

• Power BI Service

• Workspaces

• Publishing and sharing

• Scheduled refresh concepts

• Gateway concepts

• Row-Level Security

• Governance concepts

Hands-On Labs

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Executive Dashboard

• Drill-Through

• Tooltip Page

• Bookmark Navigation

• Row-Level Security

• Publish & Refresh

Assignments

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Build a five-page executive report

• Implement regional RLS

• Create refresh and deployment checklist

Mini Project

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Regional Sales Command Center

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Regional data restriction

• Executive drill-through to root cause

• Investigate a failed refresh

17. INTEGRATED PROJECTS & BUSINESS CASE STUDIES

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

17. Integrated Projects & Business Case Studies

Mini Projects

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Retail Sales Analytics — Excel + SQL + Power BI

• HR Workforce Analytics — Excel + Power BI

• Inventory & Supply Chain Dashboard — SQL + Power BI

• Banking Customer Analytics — SQL + Excel

• E-Commerce Customer 360 — SQL + Power BI

• Finance Budget vs Actual — Advanced Excel + Power BI

• Marketing Campaign Performance — SQL + Power BI

• Service Desk KPI Analytics — Excel + SQL + Power BI

Project Lifecycle

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Requirement gathering

• KPI definition

• Source identification

• Data profiling

• Cleaning

• SQL extraction and validation

• Excel reconciliation

• Power Query

• Data modeling

• DAX measures

• Dashboard design

• UAT

• Documentation

• Stakeholder presentation

Deliverables

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Business Requirement Document

• KPI Dictionary

• Source-to-Target Mapping

• SQL Query Pack

• Excel Workbook

• Power BI Semantic Model

• Interactive Dashboard

• Test Checklist

• User Guide

• Project Presentation

Job-Oriented Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Stakeholder changes a KPI definition

• Late or missing source data

• Business users challenge dashboard numbers and the analyst traces calculations to source

18. CAPSTONE PROJECT & REAL-TIME JOB SCENARIOS

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

18. Capstone Project & Real-time Job Scenarios

Capstone Options

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Enterprise Sales & Profitability Analytics

• E-Commerce Customer 360

• Financial Performance & Budget Analytics

• Supply Chain & Inventory Intelligence

• HR Workforce Analytics

• Marketing Campaign & Conversion Analytics

• Service Desk KPI Dashboard

Recommended Capstone

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Enterprise Sales & Profitability Analytics Platform using SQL + Excel/CSV + Power Query + Power BI

• SQL extraction

joins

validation and advanced analysis

• Excel reconciliation and exception analysis

• Power Query automation

• Star-schema semantic model

• DAX KPIs for revenue

margin

growth

targets and rankings

• Executive dashboard with regional/product/customer drill-through

• Regional security concept and documentation

Real-Time Job Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Daily sales dashboard

• Month-end revenue reconciliation

• Sales target and incentive analysis

• Customer retention analysis

• Inventory aging

• Marketing ROI

• Finance variance reporting

• Operations SLA reporting

• Executive KPI reporting

• Ad-hoc SQL analysis

• Power BI refresh investigation

• Dashboard performance optimization

• Excel/SQL/Power BI mismatch investigation

• New KPI implementation

19. TROUBLESHOOTING, INDUSTRY TOOLS & BEST PRACTICES

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

19. Troubleshooting

Industry Tools & Best Practices

Troubleshooting Scenarios

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Duplicate SQL joins

• NULL-related analytical errors

• Slow SQL queries

• Broken Excel lookups

• Formula errors after source changes

• Power Query refresh/type issues

• Duplicate rows after merge/append

• Power BI relationship ambiguity

• Many-to-many issues

• Incorrect DAX totals/filter context

• Date intelligence problems

• Refresh/gateway issues

• RLS validation problems

• Slow Power BI visuals

Industry Tools

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Microsoft Excel / Microsoft 365

• Power Query

• Power Pivot

• Power BI Desktop

• Power BI Service

• SQL Server / Azure SQL concepts

• MySQL / PostgreSQL concepts

• SQL Server Management Studio (SSMS)

• Visual Studio Code

• Git / GitHub

• Jira / Azure DevOps

• Microsoft Teams

Best Practices

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Define KPIs before visuals

• Validate source data

• Use consistent naming

• Build reusable transformations

• Prefer star-schema modeling

• Use measures efficiently

• Document business definitions

• Reconcile dashboards to source totals

• Avoid visual clutter

• Optimize SQL and data models

• Protect sensitive data

• Maintain versioned documentation

20. CERTIFICATIONS, INTERVIEWS, RESUME & PLACEMENT

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

20. Certifications

Interviews

Resume & Placement

Recommended Certifications

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Microsoft Certified: Power BI Data Analyst Associate (PL-300)

• Microsoft Office Specialist: Excel Expert (Microsoft 365 Apps) — MO-211

• Microsoft Certified: Azure Data Fundamentals (DP-900) as a complementary credential

• Relevant vendor SQL certifications for the target database platform

Mock Interviews

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• SQL technical rounds

• Advanced Excel problem-solving

• Power BI/DAX scenarios

• Dashboard case studies

• Data validation scenarios

• Stakeholder communication

• Live SQL coding/debugging

• Power BI model review

Resume Preparation

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• ATS-friendly Data Analyst resume

• Project-focused descriptions

• SQL + Excel + Power BI skill positioning

• Power BI portfolio guidance

• GitHub/project documentation

• LinkedIn optimization

• Achievement-oriented bullets

Placement Assistance

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Job-role mapping

• Resume screening and optimization

• Mock interviews

• Technical assessment preparation

• Portfolio presentation support

• Job application strategy

• Mentoring and career counseling

Target Job Roles

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Data Analyst

• Business Intelligence Analyst

• Power BI Analyst

• Reporting Analyst

• MIS Analyst

• SQL Analyst

• Business Analyst

• Junior BI Developer

• Data Visualization Analyst

• Reporting & Dashboard Specialist

Final Outcome

Courses Combined

113

100% Practical · Unlimited Doubt Sessions

• Learners should be able to take a business requirement

clean and validate data

write analytical SQL

perform advanced Excel analysis

build a Power BI model

develop DAX measures

create executive

dashboards

troubleshoot reporting issues and present actionable insights.

Tools & Technologies

Every tool and library listed here is installed, configured and used in a hands-on lab session.

Program Snapshot

Power BI

Covered in Program Snapshot

SQL

Covered in Program Snapshot

Excel

Covered in Program Snapshot

Course Overview

Excel

Covered in Course Overview

SQL

Covered in Course Overview

Why Job-Oriented

Covered in Why Job-Oriented

1. COURSE OVERVIEW & CAREER ROADMAP

Covered in 1. COURSE OVERVIEW & CAREER ROADMAP

Learning Roadmap

Power BI

Covered in Learning Roadmap

SQL

Covered in Learning Roadmap

Excel

Covered in Learning Roadmap

Career Outcomes

Power BI

Covered in Career Outcomes

Excel

Covered in Career Outcomes

SQL

Covered in Career Outcomes

Program Deliverables

Power BI

Covered in Program Deliverables

Excel

Covered in Program Deliverables

SQL

Covered in Program Deliverables

3. PREREQUISITES & ANALYTICS FUNDAMENTALS

Covered in 3. PREREQUISITES & ANALYTICS FUNDAMENTALS

Prerequisites

Power BI

Covered in Prerequisites

SQL

Covered in Prerequisites

Module 1 — Data Analytics Fundamentals

Covered in Module 1 — Data Analytics Fundamentals

Hands-On Labs

Covered in Hands-On Labs

Assignment

Covered in Assignment

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

4. EXCEL FUNDAMENTALS FOR DATA ANALYTICS

Excel

Covered in 4. EXCEL FUNDAMENTALS FOR DATA ANALYTICS

Module 2 — Excel Fundamentals

Covered in Module 2 — Excel Fundamentals

Core Formulas

Covered in Core Formulas

Hands-On Labs

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

5. ADVANCED EXCEL ANALYTICS

Excel

Covered in 5. ADVANCED EXCEL ANALYTICS

Module 3 — Advanced Excel

Covered in Module 3 — Advanced Excel

Hands-On Labs

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

6. PIVOTTABLES, PIVOTCHARTS & EXCEL DASHBOARDS

Covered in 6. PIVOTTABLES, PIVOTCHARTS & EXCEL DASHBOARDS

Module 4 — Excel Reporting

Covered in Module 4 — Excel Reporting

Hands-On Labs

Excel

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

7. POWER QUERY & DATA PREPARATION

Covered in 7. POWER QUERY & DATA PREPARATION

Module 5 — Power Query

Excel

Covered in Module 5 — Power Query

Hands-On Labs

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

8. POWER PIVOT & DATA MODELING

Covered in 8. POWER PIVOT & DATA MODELING

Module 6 — Power Pivot & Modeling

Covered in Module 6 — Power Pivot & Modeling

Hands-On Labs

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

9. SQL FUNDAMENTALS

SQL

Covered in 9. SQL FUNDAMENTALS

Module 7 — SQL Fundamentals

Covered in Module 7 — SQL Fundamentals

Hands-On Labs

Covered in Hands-On Labs

Assignments

SQL

Covered in Assignments

Mini Project

SQL

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

10. SQL JOINS, SUBQUERIES & INTERMEDIATE ANALYTICS

SQL

Covered in 10. SQL JOINS, SUBQUERIES & INTERMEDIATE ANALYTICS

Module 8 — SQL Intermediate

Covered in Module 8 — SQL Intermediate

Hands-On Labs

SQL

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

11. ADVANCED SQL FOR ANALYTICS

SQL

Covered in 11. ADVANCED SQL FOR ANALYTICS

Module 9 — Advanced SQL

Covered in Module 9 — Advanced SQL

Hands-On Labs

SQL

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Projects

SQL

Covered in Mini Projects

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

12. POWER BI FUNDAMENTALS & DATA ACQUISITION

Power BI

Covered in 12. POWER BI FUNDAMENTALS & DATA ACQUISITION

Module 10 — Power BI Fundamentals

Power BI

Covered in Module 10 — Power BI Fundamentals

Excel

Covered in Module 10 — Power BI Fundamentals

SQL

Covered in Module 10 — Power BI Fundamentals

Hands-On Labs

Power BI

Covered in Hands-On Labs

Excel

Covered in Hands-On Labs

SQL

Covered in Hands-On Labs

Assignments

Power BI

Covered in Assignments

Mini Project

Power BI

Covered in Mini Project

Job-Oriented Scenarios

Power BI

Covered in Job-Oriented Scenarios

Excel

Covered in Job-Oriented Scenarios

SQL

Covered in Job-Oriented Scenarios

13. POWER BI DATA TRANSFORMATION & MODELING

Power BI

Covered in 13. POWER BI DATA TRANSFORMATION & MODELING

Module 11 — Power BI Modeling

Covered in Module 11 — Power BI Modeling

Hands-On Labs

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

14. DAX FUNDAMENTALS

Covered in 14. DAX FUNDAMENTALS

Module 12 — DAX

Covered in Module 12 — DAX

Hands-On Labs

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

15. ADVANCED DAX & POWER BI ANALYTICS

Power BI

Covered in 15. ADVANCED DAX & POWER BI ANALYTICS

Module 13 — Advanced DAX

Covered in Module 13 — Advanced DAX

Hands-On Labs

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

16. POWER BI DASHBOARDS, SERVICE & GOVERNANCE

Power BI

Covered in 16. POWER BI DASHBOARDS, SERVICE & GOVERNANCE

Module 14 — Advanced Power BI Reporting

Power BI

Covered in Module 14 — Advanced Power BI Reporting

Hands-On Labs

Covered in Hands-On Labs

Assignments

Covered in Assignments

Mini Project

Covered in Mini Project

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

17. INTEGRATED PROJECTS & BUSINESS CASE STUDIES

Covered in 17. INTEGRATED PROJECTS & BUSINESS CASE STUDIES

Mini Projects

Power BI

Covered in Mini Projects

SQL

Covered in Mini Projects

Excel

Covered in Mini Projects

Project Lifecycle

Excel

Covered in Project Lifecycle

SQL

Covered in Project Lifecycle

Deliverables

Power BI

Covered in Deliverables

Excel

Covered in Deliverables

SQL

Covered in Deliverables

Job-Oriented Scenarios

Covered in Job-Oriented Scenarios

18. CAPSTONE PROJECT & REAL-TIME JOB SCENARIOS

Covered in 18. CAPSTONE PROJECT & REAL-TIME JOB SCENARIOS

Capstone Options

Covered in Capstone Options

Recommended Capstone

Excel

Covered in Recommended Capstone

SQL

Covered in Recommended Capstone

Power BI

Covered in Recommended Capstone

Real-Time Job Scenarios

Power BI

Covered in Real-Time Job Scenarios

SQL

Covered in Real-Time Job Scenarios

Excel

Covered in Real-Time Job Scenarios

19. TROUBLESHOOTING, INDUSTRY TOOLS & BEST PRACTICES

Covered in 19. TROUBLESHOOTING, INDUSTRY TOOLS & BEST PRACTICES

Troubleshooting Scenarios

Power BI

Covered in Troubleshooting Scenarios

SQL

Covered in Troubleshooting Scenarios

Excel

Covered in Troubleshooting Scenarios

Industry Tools

SQL

Covered in Industry Tools

Power BI

Covered in Industry Tools

Azure

Covered in Industry Tools

PostgreSQL

Covered in Industry Tools

Best Practices

SQL

Covered in Best Practices

20. CERTIFICATIONS, INTERVIEWS, RESUME & PLACEMENT

Covered in 20. CERTIFICATIONS, INTERVIEWS, RESUME & PLACEMENT

Recommended Certifications

Power BI

Covered in Recommended Certifications

Excel

Covered in Recommended Certifications

Azure

Covered in Recommended Certifications

SQL

Covered in Recommended Certifications

Mock Interviews

Power BI

Covered in Mock Interviews

SQL

Covered in Mock Interviews

Excel

Covered in Mock Interviews

Resume Preparation

Power BI

Covered in Resume Preparation

GitHub

Covered in Resume Preparation

Excel

Covered in Resume Preparation

SQL

Covered in Resume Preparation

Placement Assistance

Covered in Placement Assistance

Target Job Roles

Business Intelligence

Covered in Target Job Roles

Data Visualization

Covered in Target Job Roles

Power BI

Covered in Target Job Roles

SQL

Covered in Target Job Roles

Final Outcome

Power BI

Covered in Final Outcome

Excel

Covered in Final Outcome

SQL

Covered in Final Outcome

10+

Tools & Libraries

648+

Hands-On Topics

113

Total Modules

113

Courses Combined

You don't just learn DATA ANALYTICS COMBO (WITHOUT PYTHON). You apply it.

A combined capstone project across all 113 courses — the same way you'd apply these skills on the job.

PROJECT // 01

DATA ANALYTICS COMBO (WITHOUT PYTHON) Capstone Project

→Program Snapshot

→Course Overview

→Why Job-Oriented

→1. COURSE OVERVIEW & CAREER ROADMAP

→Learning Roadmap

→Career Outcomes

→Program Deliverables

→3. PREREQUISITES & ANALYTICS FUNDAMENTALS

→Prerequisites

→Module 1 — Data Analytics Fundamentals

→Hands-On Labs

→Assignment

→Mini Project

→Job-Oriented Scenarios

→4. EXCEL FUNDAMENTALS FOR DATA ANALYTICS

→Module 2 — Excel Fundamentals

→Core Formulas

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→5. ADVANCED EXCEL ANALYTICS

→Module 3 — Advanced Excel

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→6. PIVOTTABLES, PIVOTCHARTS & EXCEL DASHBOARDS

→Module 4 — Excel Reporting

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→7. POWER QUERY & DATA PREPARATION

→Module 5 — Power Query

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→8. POWER PIVOT & DATA MODELING

→Module 6 — Power Pivot & Modeling

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→9. SQL FUNDAMENTALS

→Module 7 — SQL Fundamentals

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→10. SQL JOINS, SUBQUERIES & INTERMEDIATE ANALYTICS

→Module 8 — SQL Intermediate

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→11. ADVANCED SQL FOR ANALYTICS

→Module 9 — Advanced SQL

→Hands-On Labs

→Assignments

→Mini Projects

→Job-Oriented Scenarios

→12. POWER BI FUNDAMENTALS & DATA ACQUISITION

→Module 10 — Power BI Fundamentals

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→13. POWER BI DATA TRANSFORMATION & MODELING

→Module 11 — Power BI Modeling

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→14. DAX FUNDAMENTALS

→Module 12 — DAX

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→15. ADVANCED DAX & POWER BI ANALYTICS

→Module 13 — Advanced DAX

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→16. POWER BI DASHBOARDS, SERVICE & GOVERNANCE

→Module 14 — Advanced Power BI Reporting

→Hands-On Labs

→Assignments

→Mini Project

→Job-Oriented Scenarios

→17. INTEGRATED PROJECTS & BUSINESS CASE STUDIES

→Mini Projects

→Project Lifecycle

→Deliverables

→Job-Oriented Scenarios

→18. CAPSTONE PROJECT & REAL-TIME JOB SCENARIOS

→Capstone Options

→Recommended Capstone

→Real-Time Job Scenarios

→19. TROUBLESHOOTING, INDUSTRY TOOLS & BEST PRACTICES

→Troubleshooting Scenarios

→Industry Tools

→Best Practices

→20. CERTIFICATIONS, INTERVIEWS, RESUME & PLACEMENT

→Recommended Certifications

→Mock Interviews

→Resume Preparation

→Placement Assistance

→Target Job Roles

→Final Outcome

Capstone Project Combined

Apply everything you learn across Program Snapshot, Course Overview, Why Job-Oriented, 1. COURSE OVERVIEW & CAREER ROADMAP, Learning Roadmap and 108 more to one real-world project

Bring together every course in this programme into a single, end-to-end project — the same way you would apply these combined skills on the job.

A working project combining all course modules

Added directly to your project portfolio

Reviewed by mentors before you graduate

Stack SQL Power BI Excel Azure GitHub Business Intelligence Data Visualization PostgreSQL MySQL JIRA

Hands-on Practice Areas

Hands-on Practice: Program Snapshot Hands-on Practice: Course Overview Hands-on Practice: Why Job-Oriented Hands-on Practice: 1. COURSE OVERVIEW & CAREER ROADMAP Hands-on Practice: Learning Roadmap Hands-on Practice: Career Outcomes Hands-on Practice: Program Deliverables Hands-on Practice: 3. PREREQUISITES & ANALYTICS FUNDAMENTALS Hands-on Practice: Prerequisites Hands-on Practice: Module 1 — Data Analytics Fundamentals Hands-on Practice: Hands-On Labs Hands-on Practice: Assignment Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 4. EXCEL FUNDAMENTALS FOR DATA ANALYTICS Hands-on Practice: Module 2 — Excel Fundamentals Hands-on Practice: Core Formulas Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 5. ADVANCED EXCEL ANALYTICS Hands-on Practice: Module 3 — Advanced Excel Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 6. PIVOTTABLES, PIVOTCHARTS & EXCEL DASHBOARDS Hands-on Practice: Module 4 — Excel Reporting Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 7. POWER QUERY & DATA PREPARATION Hands-on Practice: Module 5 — Power Query Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 8. POWER PIVOT & DATA MODELING Hands-on Practice: Module 6 — Power Pivot & Modeling Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 9. SQL FUNDAMENTALS Hands-on Practice: Module 7 — SQL Fundamentals Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 10. SQL JOINS, SUBQUERIES & INTERMEDIATE ANALYTICS Hands-on Practice: Module 8 — SQL Intermediate Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 11. ADVANCED SQL FOR ANALYTICS Hands-on Practice: Module 9 — Advanced SQL Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Projects Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 12. POWER BI FUNDAMENTALS & DATA ACQUISITION Hands-on Practice: Module 10 — Power BI Fundamentals Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 13. POWER BI DATA TRANSFORMATION & MODELING Hands-on Practice: Module 11 — Power BI Modeling Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 14. DAX FUNDAMENTALS Hands-on Practice: Module 12 — DAX Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 15. ADVANCED DAX & POWER BI ANALYTICS Hands-on Practice: Module 13 — Advanced DAX Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 16. POWER BI DASHBOARDS, SERVICE & GOVERNANCE Hands-on Practice: Module 14 — Advanced Power BI Reporting Hands-on Practice: Hands-On Labs Hands-on Practice: Assignments Hands-on Practice: Mini Project Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 17. INTEGRATED PROJECTS & BUSINESS CASE STUDIES Hands-on Practice: Mini Projects Hands-on Practice: Project Lifecycle Hands-on Practice: Deliverables Hands-on Practice: Job-Oriented Scenarios Hands-on Practice: 18. CAPSTONE PROJECT & REAL-TIME JOB SCENARIOS Hands-on Practice: Capstone Options Hands-on Practice: Recommended Capstone Hands-on Practice: Real-Time Job Scenarios Hands-on Practice: 19. TROUBLESHOOTING, INDUSTRY TOOLS & BEST PRACTICES Hands-on Practice: Troubleshooting Scenarios Hands-on Practice: Industry Tools Hands-on Practice: Best Practices Hands-on Practice: 20. CERTIFICATIONS, INTERVIEWS, RESUME & PLACEMENT Hands-on Practice: Recommended Certifications Hands-on Practice: Mock Interviews Hands-on Practice: Resume Preparation Hands-on Practice: Placement Assistance Hands-on Practice: Target Job Roles Hands-on Practice: Final Outcome

All projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

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