Data Analysis using Excel, SQL & Python

Practical data skills for business: Advanced Excel • SQL • Python (Pandas & NumPy)

Course Overview

This hands-on course teaches end-to-end data analysis workflows: data collection, cleaning, transformation, analysis and visualization. You’ll use Advanced Excel for quick business reports, SQL for querying databases, and Python (Pandas & NumPy) for scalable analysis and automation.

Who should enroll?

Students, accountants, office professionals, aspiring data analysts, and anyone who wants to turn raw data into actionable insights. Basic computer skills required — we will cover fundamentals at the start.

Course Duration & Mode

Duration: 3–4 Months (Regular) — Fast-track & Weekend batches available.
Mode: Classroom / Online / Hybrid
Eligibility: 10th pass or above; basic computer familiarity recommended.

Course Modules

Advanced Excel
  • Advanced formulas (INDEX-MATCH, array formulas)
  • Pivot Tables, Pivot Charts & Slicers
  • Dashboards & KPI reporting
  • Data cleaning & Power Query basics
  • Automation with Macros (intro)
SQL & Databases
  • RDBMS basics, tables & keys
  • SELECT, JOIN, GROUP BY, subqueries
  • Window functions & aggregation
  • ETL basics and connecting SQL to Excel/Python
Python for Data Analysis
  • Python fundamentals & data structures
  • Pandas: DataFrame operations, grouping, merging
  • NumPy: numerical operations & performance
  • Data cleaning, reshaping & feature engineering
Data Visualization
  • Charts in Excel & Pivot Charts
  • Python visualization with Matplotlib / Seaborn
  • Dashboard best practices & storytelling
Practical Projects
  • Sales dashboard using Excel & Power Query
  • SQL reporting project (multi-table joins)
  • Python analysis project with Pandas & visualizations
Career & Tools
  • Introduction to BI tools & job roles
  • Resume & interview prep for data roles
  • Connecting workflows: Excel ↔ SQL ↔ Python

Career Opportunities

Why choose IT Planet?

📞 Enroll Now – Contact IT Planet

Related courses: Advanced Excel | Programming Certificate | DCA

Frequently Asked Questions

Do I need to know programming?

No — we start Python from basics and progress to data-focused tasks. Basic Excel comfort is helpful but not mandatory.

Will I get hands-on projects?

Yes — every student completes at least 2 real-world projects which form part of the final certificate evaluation.

Can this course help me get a job?

Yes — we provide placement guidance, resume help, and interview prep for entry-level data roles.