DATA ANALYTICS & BUSINESS ANALYTICS

★★★★★

(2,095 ratings) 50,000+ Student

POWER BI WITH SQL

The Analytics segment is a fast changing domain in the IT industry and needs to be in pace with the current trends. At Radical we ensure to keep in pace with the top 3 Analytical tools in the market as per the Gartner study so that the niche availability of resources remain under your belt and the opportunities to explore the BI world remains open at any point of time. It includes a SQL prerequisite module, real-time assignments, and projects aligned with real business scenarios commonly seen in companies using BI tools like Microsoft Power BI with databases such as Microsoft SQL Server, MySQL, and Oracle Database.

Radical Technologies

50,000+ English 32 hours Weekdays / Weekends Classroom / Online / Corporate

Online / Classroom

POWER BI WITH SQL

IT Training Programme

Duration 32 hours

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

Call Now

100% placement assistance

What you'll learn

Understand core concepts and architecture from the ground up

Get hands-on with the tools used by working professionals

Build real-world projects you can add to your portfolio

Learn industry best practices and coding standards

Practice with real datasets and real-world scenarios

Prepare for certification and technical interviews

Work on collaborative, team-based exercises

Apply performance tuning and optimization techniques

Understand how the technology fits into a larger ecosystem

Complete assignments reviewed by mentors

Programme Overview

16 sections covering the complete curriculum — a single, progressive learning arc.

32 hours

Training Duration

Core Modules

201

Total Lessons

4.4★

Average Rating

50K+

Students Trained

Foundations & Core Concepts

Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.

Fundamentals Architecture Setup

Hands-On Practical Training

Work through real exercises and assignments designed to mirror what you will do on the job.

Practicals Assignments Labs

Real-World Projects

Apply what you have learned to end-to-end projects that go straight into your portfolio.

Projects Portfolio Case Studies

Advanced Techniques

Go beyond the basics with advanced concepts, integrations and production-grade practices.

Advanced Integration Best Practices

Ecosystem Integration

Understand how this technology connects with the broader tools and platforms used in the industry.

Ecosystem Tools Platforms

Performance & Interview Prep

Master optimization techniques and prepare for the technical interview questions employers actually ask.

Optimization Interview Prep Certification

Who is this programme for?

Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a DATA ANALYTICS & BUSINESS ANALYTICS role.

Software Developers

Engineers who want to add this skill set to their toolkit

Analysts & Consultants

Professionals moving into a more technical, hands-on role

IT Professionals

System admins and support engineers upskilling into a new domain

Fresh Graduates

CS/IT graduates aiming for a job-ready technical role

Course Curriculum

16 sections • 201 lessons • 32 hours

Jump to Section

Total Duration

32 hours

100% Practical · Unlimited Doubt Sessions

01 PART 1: SQL Prerequisite for Power BI Analysts (6 Hours)

PART 1: SQL Prerequisite for Power BI Analysts (6 Hours)

02 Module 1: Database & SQL Fundamentals (2 Hours)

Topics

What is a Database

Relational database concepts

Tables, rows, columns

Primary keys and foreign keys

SQL query structure

SELECT statement

Filtering using WHERE

Sorting using ORDER BY

Limiting records

Lab Exercise

Connect to a sample sales database.

Real-Time Assignment

›Write queries to:
›Retrieve customer list
›Filter customers by region
›Display orders above a specific value

Mini Project

Create a basic customer order report dataset.

03 Module 2: Data Aggregation & Analysis using SQL (2 Hours)

Topics

Aggregate functions

GROUP BY

HAVING clause

DISTINCT

Calculated columns

CASE statements

Business metric calculations

Lab

Analyze product sales data.

Real-Time Assignment

›Create queries to:
›Calculate total sales by region
›Identify top 10 selling products
›Calculate average order value

Mini Project

Build a regional sales summary dataset for reporting.

04 Module 3: SQL Joins for Business Reporting (2 Hours)

Topics

INNER JOIN

LEFT JOIN

RIGHT JOIN

Self joins

Joining multiple tables

Preparing datasets for

BI tools

Lab

Combine Customer, Product, and Sales tables.

Real-Time Assignment

›Create a dataset showing:
›Customer name
›Product purchased
›Sales amount
›Sales region.

Mini Project

Create a combined dataset ready for Power BI dashboards.

05 PART 2: Power BI Desktop Enterprise Training (34 Hours)

PART 2: Power BI Desktop Enterprise Training (34 Hours)

06 Module 4: Business Intelligence & Power BI Fundamentals (2 Hours)

Topics

Business Intelligence concepts

Data analytics lifecycle

Role of dashboards in enterprises

Overview of Power BI ecosystem

Installing Power BI Desktop

Power BI Desktop interface

Data analytics workflow

Assignment

›Identify 5 real business problems where dashboards can improve decision making.

Mini Project

Design a KPI dashboard layout for a retail company.

07 Module 5: Connecting Power BI to Data Sources (3 Hours)

Topics

Data connectivity in Power BI Desktop

Connecting to:

Excel

CSV files

SQL databases

Web APIs

Folder data sources

Connection modes:

Import

DirectQuery

Live connection

Lab

Connect Power BI to Excel and SQL database.

Real-Time Assignment

›Build a dataset from multiple data sources.

Mini Project

Create multi-source business dataset for reporting.

08 Module 6: Data Cleaning & Transformation with Power Query (4 Hours)

Topics

Power Query Editor

Data transformation techniques:

Remove duplicates

Handle missing values

Change data types

Split columns

Merge columns

Replace values

Conditional columns

Custom columns

Merging queries

Appending queries

Data profiling

Query folding basics

Lab

Clean messy e-commerce sales dataset.

Real-Time Assignment

›Transform raw sales data into analysis-ready dataset.

Mini Project

Create a data preparation pipeline for online retail transactions.

09 Module 7: Data Modeling (Enterprise Data Models) (5 Hours)

Topics

Data modeling fundamentals

Fact tables

Dimension tables

Star schema

Snowflake schema

Creating relationships

One-to-many relationships

Many-to-many relationships

Cross filtering

Hierarchies

Date tables

Surrogate keys

Model optimization

Lab

Create a Sales Data Model.

Real-Time Assignment

›Design a star schema for a retail analytics system.

Project

Build Sales + Customer + Product + Region data model.

10 Module 8: DAX for Business Calculations (6 Hours)

Topics

Introduction to DAX

Calculated columns vs measures

Core functions:

Aggregation:

SUM

COUNT

AVERAGE

Logical:

SWITCH

Filter functions:

CALCULATE

FILTER

ALL

Time intelligence:

YTD

MTD SAMEPERIODLAST

YEAR

Ranking:

RANKX

Advanced concepts:

Row context

Filter context

Context transition

Lab

Create KPI measures.

Real-Time Assignment

›Write DAX measures for:
›Revenue growth
›Profit margin
›Year-to-date sales
›Top products by revenue

Mini Project

Create 25 business metrics using DAX.

11 Module 9: Data Visualization & Interactive Dashboards (5 Hours)

Topics

Data visualization best practices

Power BI visuals:

Bar charts

Line charts

Pie charts

Tables and matrices

Maps

KPI cards

Tree maps

Funnel charts

Interactive features:

Slicers

Filters

Drill-down

Drill-through

Tooltips

Bookmarks

Formatting techniques:

Themes

Conditional formatting

Lab

Build interactive dashboards.

Real-Time Assignment

›Design three dashboards using different visual approaches.

Project

Create Sales Performance Dashboard for executives.

12 Module 10: Advanced Dashboard Development (3 Hours)

Topics

Advanced visuals:

Key Influencer visual

Decomposition tree

Forecasting

Clustering

Trend analysis

Advanced analytics:

What-if parameters

Dynamic titles

Dynamic filtering

Business scenario simulations

Lab

Perform sales trend analysis.

Assignment

›Build profit forecasting dashboard.

13 Module 11: Performance Optimization in Power BI (2 Hours)

Topics

Performance analyzer

Optimization techniques:

Data model optimization

Reducing dataset size

Efficient DAX formulas

Query optimization

Assignment

›Optimize a slow Power BI dashboard.

14 Module 12: Enterprise Dashboard Design & KPI Standards (2 Hours)

Topics

Corporate reporting standards:

Executive dashboards

KPI definition frameworks

Data storytelling

Dashboard UX design

Business reporting templates

Lab

Convert operational report into executive dashboard.

Assignment

›Create CEO-level KPI dashboard.

15 Final Industry Projects (Real Business Use Cases)

Project 1

Retail Sales Analytics Dashboard

KPIs: revenue, profit margin, top products, regional performance.

Project 2

HR Workforce Analytics Dashboard

KPIs: attrition rate, department performance, hiring trends.

Project 3

Financial Performance Dashboard

KPIs: revenue vs target, expenses, profit trends.

Project 4

Customer Behavior Analytics Dashboard

KPIs: customer segmentation, repeat purchase rate.

16 Enterprise Skills Students Will Gain

Technical Skills

Data extraction using SQL

Data cleaning with Power Query

Data modeling

DAX calculations

Dashboard development

Business analytics

Tools Covered

Microsoft Power BI Desktop

Microsoft SQL Server

Microsoft Excel

Power Query

DAX

Tools & Technologies

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

Core Tools

Hands-On Labs

Practical Environment

Industry-Standard Tools

Real-World Setup

Guided Exercises

Skill Building

Sample Datasets

Practice Material

Practice & Projects

Mini Projects

Applied Practice

Assignments

Mentor Reviewed

Doubt Sessions

Live Support

Career Readiness

Resume Building

Career Support

Mock Interviews

Interview Prep

Certification Prep

Global Recognition

Deployment & Delivery

Production Practices

Real-World Ready

Best Practices

Industry Standards

201+

Hands-On Lessons

Core Modules

32 hours

Training Duration

100%

Practical Training

You don't just learn POWER BI WITH SQL. You ship it.

Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.

PROJECT // 01

Guided Foundation Project

→Requirement Analysis

→Guided Implementation

→Mentor Review

→Iteration

Foundation Beginner

Apply the fundamentals in a structured, mentor-reviewed project

Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.

Structured project brief

Step-by-step implementation

Mentor feedback and review

Documented outcome

Stack Core Concepts Best Practices

PROJECT // 02

Applied Practice Project

→Scenario Design

→Independent Build

→Testing & Validation

→Peer Review

Applied Intermediate

Build a more independent project mirroring real production scenarios

Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.

End-to-end implementation

Testing and validation

Documentation

Peer/mentor review

Stack Applied Skills Testing

PROJECT // 03

Capstone Project

→Planning

→End-to-End Build

→Review & Refinement

→Presentation

Capstone Advanced

Take a project from requirements to a polished, portfolio-ready deliverable

Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.

Complete working solution

Presentation-ready documentation

Mentor sign-off

Portfolio-ready deliverable

Stack Full Curriculum Portfolio

All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

Upcoming Batches

No upcoming batches scheduled right now. Enquire to get notified.

Why Radical Technologies

Live Online Training

Highly practical oriented training
Installation support on your system
24/7 Email and Phone support
100% Placement Assistance
Global Certification Preparation
Trainer-Student Interactive Portal
Assignments and Projects by Mentors

Enroll Now

Live Classroom Training

Weekend / Weekdays / Morning / Evening batches
80:20 Practical and Theory ratio
Real-life Case Studies
Easy make-up for missed sessions
PSI | Kryterion | Redhat Test Centers
Lifetime Video Classroom Access (coming soon)
Resume Prep and Mock Interviews

Enroll Now

Self-Paced Training

Learn 300+ courses at your own time
50,000+ Satisfied Learners
Course Completion Certificate
Practical Labs available
Mentor Support available
Doubt Clearing Session available
10% Discounted Global Certification

Enroll Now

Like the Curriculum? Let's Get Started

Join 50,000+ students already enrolled at Radical Technologies

Enroll Now

Global Certification

Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.

Career Services

At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.