Data Analysis with Python
Learn how to work with datasets, clean them, and create meaningful insights using Python libraries.
Santhana Lakshmi
Flexilearn Freedom Coach
Mode of Learning
Online
Language
Tamil
Course Duration
One Month
Career Path
Data Analyst
What You’ll Learn
• Importing CSV and Excel files
• Using Pandas & NumPy
• Handling nulls, duplicates, formatting issues
• Combining and filtering data
• Charts using Matplotlib & Seaborn
• Finding patterns and outliers
Tools You’ll Use
Mini Project
📊 Mini Project: Retail Data Cleanup & Visualization
Goal: Clean messy retail sales data, remove errors, and create insightful charts to help management understand trends.
🛠️ Tools Used: Python, Pandas, NumPy, Matplotlib, Seaborn
Testimonials
“Simple explanations and practical exercises helped me understand Pandas easily. I can now clean data confidently.”
— Aishwarya S.
“The visualizations module was my favorite. I finally understood how to use Matplotlib and Seaborn to present insights.”
— Rahul M.
“Very beginner-friendly course. The mini project helped me apply everything in a practical way.”
— Keerthana R.
Exclusive Bonuses You’ll Get
Pandas Cheatsheet
Quick-reference guide for data cleaning & transformation.
Visualization Guide
Ready examples for Matplotlib & Seaborn charts.
Data Cleaning Templates
Reusable scripts for handling nulls, duplicates & formatting.
CSV Practice Dataset Pack
10+ datasets for data cleaning, merging & analysis practice.
Private Analytics Support Group
Ask doubts, share insights & get peer support.
Showcase Your Achievement with Pride
After completing the course and projects, you will receive a professionally designed certificate that you can add to your Resume, LinkedIn, Portfolio, and Job Applications.
- ✔ Your Full Name printed professionally
- ✔ Instructor Signature
- ✔ Unique Certificate ID for verification
- ✔ Shareable PDF (LinkedIn friendly)
- ✔ Recognized by FutureTech Simulation Academy