Hands-on Projects
4 real-world projects — from fundamentals to a portfolio-ready capstone that proves job-ready skill.
AI & Data
Modern Data Analyst — From Zero to Insight Course
Excel, SQL, Power BI & Python through real-world projects — no coding experience needed. Practical training in Jabalpur with certification, project work, and placement support.
Projects
4 hands-on
Duration
8 modules
Enrolled
New Course
Certificate
Included
Data Analytics
What is the Modern Data Analyst — From Zero to Insight course?
The Modern Data Analyst — From Zero to Insight course at IMG Jabalpur is a job-oriented program for learners who want practical, guided training in Excel, SQL, Power BI, Python. The course combines classroom learning, assignments, and project work so you can understand the subject and show proof of skill.
ExcelSQLPower BIPythonAI AnalyticsDashboardsEDA ReportsCapstone
Work with real business data and AI use cases
Create dashboards, reports, or automation workflows
Build a portfolio-ready project or capstone
Prepare for interviews with practical assignments
Earn a course completion certificate
Get guidance from experienced trainers
What you'll build
4 portfolio-ready projects
- 1Interactive sales performance Power BI dashboard with KPI tracking
- 2Customer churn analysis report using Python and Excel
- 3SQL-driven e-commerce insights and trend analysis project
- 4Capstone: end-to-end business analytics project with real datasets
Curriculum
What you will learn — module by module
6 structured modules covering every concept you'll use on the job.
1
Advanced Excel
- Data entry, formatting, conditional formatting, named ranges
- Core formulas — SUM, AVERAGE, IF, COUNTIF, SUMIF, nested IFs
- Lookup functions — VLOOKUP, HLOOKUP, INDEX-MATCH, XLOOKUP
- Pivot Tables — creating, filtering, grouping, calculated fields
- Charts — bar, line, pie, combo; formatting for business reports
- Data validation, protection, macros introduction
2
SQL for Data Analysis
- Database concepts — tables, schemas, primary/foreign keys
- SELECT queries — WHERE, ORDER BY, DISTINCT, LIMIT, aliases
- Aggregate functions — COUNT, SUM, AVG, MIN, MAX with GROUP BY/HAVING
- Joins — INNER, LEFT, RIGHT, FULL OUTER, self join, cross join
- Subqueries and CTEs (Common Table Expressions)
- Window functions — ROW_NUMBER, RANK, LAG, LEAD, running totals
3
Power BI
- Power BI Desktop — connecting to Excel, SQL, CSV data sources
- Power Query (M) — data shaping, filtering, merging, appending
- Data modeling — relationships, star schema, calculated columns
- DAX formulas — SUM, CALCULATE, FILTER, ALL, RELATED, time intelligence
- Interactive visualizations — bar, line, map, matrix, KPI, slicers
- Publishing to Power BI Service, scheduled refresh, sharing dashboards
4
Python for Analysts
- Python basics — variables, lists, dicts, loops, functions
- Pandas — read_csv, head, info, describe, filtering, sorting
- Data cleaning — isnull, fillna, dropna, replace, dtype conversion
- Groupby and aggregations — groupby, agg, pivot_table
- Matplotlib & Seaborn — charts, heatmaps, correlation matrix
- Automating reports — writing cleaned data to Excel/CSV
5
Statistics & EDA
- Descriptive statistics — mean, median, mode, variance, std deviation
- Data distributions — normal, skewed, outlier detection (IQR, Z-score)
- Correlation and causation — Pearson, Spearman correlation
- Hypothesis testing basics — p-value, confidence intervals, t-test
- A/B testing fundamentals and business interpretation
- EDA checklist — shape, types, missing values, distributions, relationships
6
AI in Analytics & Capstone
- AI-powered analytics tools — ChatGPT for data interpretation, Copilot in Excel
- Predictive analytics basics — trend lines, forecasting in Excel and Python
- Automating repetitive analysis with Python scripts
- Data storytelling — structuring insights, executive summary reports
- Capstone project — end-to-end business analysis with real dataset
- Portfolio preparation and interview Q&A for analyst roles
Career Paths
Roles you can target after this course
From your first job to senior positions — see where this course takes your career.
Fresher Roles
0 – 2 years experience
- Junior Data Analyst
- Business Analyst Trainee
- Reporting Analyst
- Power BI Developer (Entry)
- MIS Analyst
- Operations Analyst
- Excel / BI Analyst Trainee
Mid-Level Roles
3 – 5+ years experience
- Senior Data Analyst
- Business Intelligence Developer
- Analytics Engineer
- BI Manager / Lead Analyst
- Data Strategy Analyst
- Product Analyst
- Analytics Consultant
Program Details
Everything included in the program
Structured Learning
Step-by-step modules designed for beginners through advanced learners. No prior experience needed.
Certification
Students receive a completion certificate. Select programs also prepare for industry-recognized exams.
Placement Support
Resume review, mock interviews, project mentoring and placement assistance to get you hired.
A little clarity
Modern Data Analyst — From Zero to Insight FAQs
What projects will I build in the Modern Data Analyst — From Zero to Insight course?
You will build 4 hands-on projects including: Interactive sales performance Power BI dashboard with KPI tracking; Customer churn analysis report using Python and Excel; and more. Each project is designed to demonstrate job-ready skills.
How long is the Modern Data Analyst — From Zero to Insight course?
The Modern Data Analyst — From Zero to Insight course duration is 8 modules. The program includes guided training, practical exercises, and project work.
What will I learn in the Modern Data Analyst — From Zero to Insight course?
You will learn Excel, SQL, Power BI, Python, AI Analytics, Dashboards and related practical skills through hands-on assignments and guided projects.
Is the Modern Data Analyst — From Zero to Insight course beginner friendly?
Yes. IMG courses are designed to start with fundamentals and progress into job-ready practical work, so beginners and career-switchers can join.
Does IMG provide placement support after this course?
Yes. IMG provides placement assistance, resume support, interview preparation, and project guidance to help students become job-ready.
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