Combo Program

★★★★★

(2,088 ratings) 50,000+ Student

DATA ANALYTICS COMBO Training in Pune

Data Analytics combo typically refers to the strategic combination of various data analytics tools, techniques, and technologies to derive valuable insights and make informed decisions from data. Data analytics involves the systematic analysis of data to uncover patterns, trends, and actionable insights.A Data Analytics combo involves using the appropriate combination of these methods and tools to extract valuable insights from data, whether it’s for business intelligence, marketing analysis, scientific research, or any other domain

Radical Technologies

50,000+ English 62 Modules · 2 Sections

Online / Classroom

DATA ANALYTICS COMBO

DATA ANALYTICS COMBO + Capstone Projects (very Important)

Sections Included 2 Sections (DATA ANALYTICS COMBO + Capstone Projects (very Important))

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

Tools you'll master

Power BI Data Analysis Excel SQL Python Pandas Data Visualization Business Intelligence NumPy Machine Learning

Next batch: Contact us ·

Call Now

100% placement assistance

Enquire Now

Get course fees, batch dates & a callback

We never share your details.

What you'll learn

DATA ANALYTICS COMBO PROGRAM (0 → JOB READY)

DATA ANALYTICS FOUNDATION

Project 1 – Sales Analytics Dashboard

Project 2 – Financial Analytics Dashboard

Programme Overview

62 modules across DATA ANALYTICS COMBO, Capstone Projects (very Important) — a single, progressive learning arc from foundational concepts to real-world projects.

Programme Sections

Total Modules

596

Total Topics

4.8★

Average Rating

50K+

Students Trained

DATA ANALYTICS COMBO

Master the core concepts and hands-on skills of DATA ANALYTICS COMBO — from fundamentals to real-world application.

Data Analysis Excel SQL

Capstone Projects (very Important)

Master the core concepts and hands-on skills of Capstone Projects (very Important) — from fundamentals to real-world application.

Power BI Business Intelligence GitHub

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 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

2 sections • 62 modules • 596 topics

DATA ANALYTICS COMBO

Programme Sections

100% Practical · Unlimited Doubt Sessions

⏱ Duration: 60 to 80 Hours

🎯 Outcome: Job-ready Data Analyst / BI Analyst

ROADMAP (Learning Journey)

FOUNDATION

↓

Excel Basics → Advanced Excel → Dashboards

↓

SQL Basics → Joins → Advanced SQL → Real Queries

↓

Python Basics → Pandas → EDA → Visualization

↓

Power BI Basics → Data Modeling → DAX → Dashboards

↓

END-TO-END PROJECTS

↓

JOB PREPARATION (Resume + Interview + Case Studies)

⏱ Duration: 6–10 Hours

🎯 Outcome: Strong conceptual understanding of Data Analytics

ROADMAP (Learning Journey)

What is Data?

↓

Types of Data

↓

Data Analytics Concepts

↓

Data Lifecycle

↓

Business Understanding

↓

Basic Statistics

↓

Tools Overview

↓

Case Studies & Problem Solving

Topics

What is Data?

Types of Data:

Structured

Unstructured

Semi-structured

What is Data Analytics

Importance of data in business

Hands-On Practice

› Hands-on: Identify types of data used in:
› Hands-on: Banking
› Hands-on: Retail
› Hands-on: Healthcare

Topics

Descriptive Analytics (What happened?)

Diagnostic Analytics (Why it happened?)

Predictive Analytics (What will happen?)Prescriptive Analytics (What should be done?)

Hands-On Practice

› Hands-on: Analyze why sales dropped in a company

Topics

Data Collection

Data Cleaning

Data Processing

Data Analysis

Data Visualization

Decision Making

Hands-On Practice

› Hands-on: Map lifecycle for a real-world example

Topics

Business problems vs technical problems

Performance Indicators)

Metrics:

Revenue

Profit

Customer retention

Hands-On Practice

› Hands-on: Define KPIs for a retail company

Topics

Mean, Median, Mode

Variance & Standard Deviation

Correlation

Distribution basics

🧪 Lab

Calculate statistics using sample data

Hands-On Practice

› Hands-on: Analyze dataset using statistical measures

Topics

Breaking business problems

Logical thinking

Data-driven decision making

💼 Job Scenario

Identify reasons for customer churn

Topics

Excel (data cleaning & reporting)

SQL (data extraction)

Python (data analysis)

Power BI (visualization)👉 No deep learning here—just awareness

Mini Project – Sales Data Analysis (Conceptual)

Tasks

Identify trends

Define KPIs

Suggest business improvements

Why sales decreased last quarter?

Which product generates highest revenue?

Why customers are leaving?

Which region performs best?

Identify data types

Define KPIs

Solve business case

Perform basic statistical analysis

⏱ Duration: 15–20 Hours

🎯 Outcome: Data Analyst / Reporting Analyst

🧭 📌 ROADMAP

Excel Basics

↓

Data Cleaning & Formatting

↓

Functions & Formulas

↓

Lookup & Data Analysis

↓

Pivot Tables & Charts

↓

Power Query (ETL)

↓

Dashboards & Automation

↓

Projects + Job Scenarios

Topics

Excel interface & shortcuts

Data types & formatting

Sorting & filtering

🧪 Lab

Format raw dataset

Hands-On Practice

› Hands-on: Clean and organize data

Topics

Remove duplicates

Text to Columns

Flash Fill

Data validation

Handling missing data

🧪 Lab

Clean messy dataset

Hands-On Practice

› Hands-on: Prepare dataset for analysis
› Hands-on: Clean customer data received from CRM

Logical Functions

IF, nested IF

AND, OR

Lookup Functions

VLOOKUP, HLOOKUP

INDEX + MATCH (very important)

XLOOKUP

Text Functions

LEFT, RIGHT, MID

CONCAT, LEN

Date Functions

TODAY, NOW

DATEDIF

Statistical Functions

COUNT, COUNTA

SUMIF, COUNTIF

🧪 Lab

Apply formulas on datasets

Hands-On Practice

› Hands-on: Build formula-based report
› Hands-on: 💼 Job Scenario
› Hands-on: Generate KPI report using formulas

Topics

Conditional formatting

Data analysis techniques

What-if analysis

Goal Seek & Scenario Manager

🧪 Lab

Highlight trends

Hands-On Practice

› Hands-on: Analyze sales performance

Topics

Create pivot tables

Grouping & filtering

Calculated fields

Pivot charts

🧪 Lab

Build pivot reports

Hands-On Practice

› Hands-on: Sales summary using pivot tables
› Hands-on: Generate monthly business report

Topics

Import data from multiple sources

Data transformation

Merge & append queries

🧪 Lab

Combine multiple datasets

📌 Assignment

Create ETL workflow in Excel

Topics

KPI dashboards

Slicers & timelines

Charts (bar, line, pie)

Interactive dashboards

🧪 Lab

Build dashboard

Hands-On Practice

› Hands-on: Create executive dashboard
› Hands-on: 💼 Job Scenario
› Hands-on: Design dashboard for management

Project 1 – Sales Dashboard

Features

Revenue trends

Region-wise analysis

KPI tracking

Project 2 – Customer Data Analysis

Features

Customer segmentation

Purchase trends

Project 3 – Financial Reporting System

Features

Profit & loss analysis

Expense tracking

Hands-On Practice

› Hands-on: Clean messy data from Excel sheets
› Hands-on: Generate reports using formulas
› Hands-on: Create dashboards for management
› Hands-on: Analyze sales and revenue trends
› Hands-on: Automate repetitive tasks
› Hands-on: Data cleaning assignment
› Hands-on: Formula-based reporting
› Hands-on: Pivot table analysis
› Hands-on: Dashboard creation
› Hands-on: Case study (Retail / Finance)

Important Topics

VLOOKUP vs INDEX MATCH

Pivot tables

Conditional formatting

Data cleaning techniques

⏱ Duration: 15 Hours🎯 Outcome: Job-ready SQL Data Analyst

🧭 📌 LEARNING ROADMAP

SQL Basics

↓

Filtering & Sorting

↓

Joins & Relationships

↓

Aggregation & Grouping

↓

Subqueries

↓

Advanced SQL (Window Functions, CTE)

↓

Real-Time Data Analysis

↓

Projects & Case Studies

Topics

What is Database & RDBMS Tables, Rows, Columns Primary Key, Foreign Key Introduction to SQL

Commands

SELECT

DISTINCT

Lab

Retrieve data from sample tables

Hands-On Practice

› Hands-on: Display all records from customer table

Topics

WHERE clause

AND, OR, NOT

BETWEEN, IN, LIKE

ORDER BY

🧪 Lab

Filter customer and sales data

Hands-On Practice

› Hands-on: Find customers from specific city
› Hands-on: Extract region-based sales data

Topics

INNER JOIN

LEFT JOIN

RIGHT JOIN

FULL JOIN

Self Join

🧪 Lab

Combine multiple tables📌 Assignment

Join customer and order tables

Hands-On Practice

› Hands-on: Analyze customer purchase behavior

Topics

COUNT, SUM, AVG, MIN, MAX

GROUP BY

HAVING

🧪 Lab

Generate summary reports📌 Assignment

Total sales by region

Hands-On Practice

› Hands-on: Identify top-performing products

Topics

Subqueries (Single-row, Multi-row)

Correlated subqueries

🧪 Lab

Write nested queries

Hands-On Practice

› Hands-on: Find customers with highest orders

Topics

Window Functions:

RANK()

DENSE_RANK()

ROW_NUMBER()

CTE (Common Table Expressions)

CASE Statements

Views

🧪 Lab

Ranking and analytics queries

Hands-On Practice

› Hands-on: Top 5 customers by revenue
› Hands-on: Sales trend and ranking analysis

Topics

Writing business queries

Data extraction for dashboards

KPI calculations

Hands-On Practice

› Hands-on: Customer churn analysis
› Hands-on: Sales trend analysis
› Hands-on: Revenue forecasting

Project 1 – Sales Data Analysis

Tasks

Total revenue

Tools & Technologies

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

DATA ANALYTICS COMBO

Data Analysis

Covered in DATA ANALYTICS COMBO

Excel

Covered in DATA ANALYTICS COMBO

SQL

Covered in DATA ANALYTICS COMBO

Power BI

Covered in DATA ANALYTICS COMBO

Capstone Projects (very Important)

Power BI

Covered in Capstone Projects (very Important)

Business Intelligence

Covered in Capstone Projects (very Important)

GitHub

Covered in Capstone Projects (very Important)

Excel

Covered in Capstone Projects (very Important)

10+

Tools & Libraries

596+

Hands-On Topics

Total Modules

Programme Sections

You don't just learn DATA ANALYTICS COMBO. You apply it.

A combined capstone project across all 2 sections — the same way you'd apply these skills on the job.

PROJECT // 01

DATA ANALYTICS COMBO Capstone Project

→DATA ANALYTICS COMBO

→Capstone Projects (very Important)

Capstone Project Combined

Apply everything you learn across DATA ANALYTICS COMBO, Capstone Projects (very Important) 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 Power BI Data Analysis Excel SQL Python Pandas Data Visualization Business Intelligence NumPy Machine Learning

Hands-on Practice Areas

Hands-on Practice: DATA ANALYTICS COMBO Hands-on Practice: Capstone Projects (very Important)

All 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

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

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

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.