# python for data analysis

Python for Data Analysis. From Syntax to Insights.

The most practical Python course for aspiring data analysts — with real Indian datasets, hands-on projects, and a community of 4,500+ placed students.

Placed at:McKinseyEYGoogleDeloittePwC
Enroll Now — ₹1,499

Why every Data Analyst needs Python

PythonSQLExcelTableauPower BIAPIsML/AIPython connects your entire data stack

📋 #1 skill in Data Analyst JDs

73% of analyst job postings require Python (LinkedIn 2024)

⚡ Automates what Excel can't

Process millions of rows in seconds. No manual clicking.

🤖 Gateway to AI & ML

Same language powers ChatGPT, recommendation systems, predictions.

# interactive playground

Write Real Python. Right Here.

No setup. No downloads. Real Indian datasets. Start analyzing.

Datasets

Pre-built Queries

In [1]:

Shift+Enter to run

Output [1]:

Run a cell to see output

Still doing this in Excel?

Scenario: Find top 5 cities by average order value from 50,000 rows

Excel Manual Process

~8 minutes
1Open 50,000 row CSV in Excel (wait for it to load...)
2Filter out null values manually
3Create helper column for city grouping
4Create pivot table
5Calculate average order value
6Sort descending
7Copy top 5 results to new sheet

New data arrives? Repeat all 7 steps again. Can't automate this.

This is the difference between a ₹4L/year analyst and a ₹12L/year analyst.

# curriculum

From Zero to Interview-Ready. In Order.

01

Python Foundations

🔓 Free Preview

Data types, lists, dictionaries, control flow, functions

9 lessons·2.5 hours
Python for Data Analysis: Why Python?
14 min
Variables, Numbers, and Strings
16 min
Lists and Tuples Deep Dive
20 min
Dictionaries for Data Storage
18 min
If-Else and Loops
22 min
List Comprehensions (Python Magic)
15 min
Writing Your First Functions
19 min
Reading CSV Files with Python
17 min
Practice: Sales Data Processing
28 min
01
02

NumPy Essentials

🔓 Free Preview

Arrays, vectorization, broadcasting, mathematical operations

7 lessons·2 hours
02
03

Pandas Deep Dive

🔒 Paid

DataFrames, Series, indexing, groupby, merge, pivot tables

12 lessons·4 hours
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03
04

Data Cleaning & Wrangling

🔒 Paid

Missing values, duplicates, string operations, data transformation

10 lessons·3 hours
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04
05

Data Visualization

🔒 Paid

Matplotlib, Seaborn, charts, plots, dashboards

9 lessons·3 hours
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05
06

Real-World Projects

🔒 Paid

Zomato, IPL, Flipkart datasets - end-to-end analysis

6 lessons·5 hours
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06
07

Interview Preparation

🔒 Paid

25 most-asked Python data analysis questions

10 lessons·4 hours
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07

# pricing

One course. Everything you need.

🎓 Next cohort starts Monday — 23 seats remaining

Python for Data Analysis

₹1,499(one-time, lifetime access)
7 comprehensive modules
50+ hands-on exercises
Real datasets: Zomato, IPL, Flipkart
Python vs Excel walkthroughs
25 interview questions
Certificate of completion
Private WhatsApp community
Lifetime access + updates
Enroll Now →
Secure checkout · Razorpay

"Join 4,500+ students placed at McKinsey, EY, Google & more"