Courses/Data Science

Data Science

Pandas & NumPy for Data Analysis

Name: Pandas & NumPy for Data Analysis
Rating: 4.7 (3120 reviews)

Master data manipulation and numerical computing with Pandas and NumPy.

4.7(3,120 ratings)16,400 students5 weeksBeginnerHindi + English

Ananya Gupta

Data Scientist

Overview

Deep dive into the two core data science libraries in Python — array operations with NumPy and dataframe manipulation with Pandas.

Skills You'll Learn

NumPy Arrays

Pandas DataFrames

Data Merging

GroupBy Operations

Time Series

Prerequisites

Basic Python

Course Roadmap

Week 1

NumPy

Week 2

Pandas Basics

Week 3

Advanced Pandas

Week 4

Real Projects

Course Curriculum

7 modules · 10 quizzes

Projects

E-commerce Data Analysis

Clean and analyze transaction data.

PandasNumPy

Assignments

Optimize a slow pandas pipeline

Medium

Vectorization exercise.

Tech Stack

PandasNumPy

Meet Your Instructor

Ananya Gupta

Data Scientist

Data Scientist at a Fortune 500 company, ML expert.

Certificate You'll Earn

LUNETRON UPSKILL

Certificate of Completion

Your Name Here

has successfully completed the course

Pandas & NumPy Certificate

Certificate ID

LNTRN-UPSK-000000

Founder

Lunetron Web Services LLP

Certified data analysis professional.

Student Reviews

The Machine Learning and Deep Learning courses are incredibly well structured. The instructors explain complex concepts simply, and the capstone project became the centerpiece of my portfolio.

Aarush Rai

B.Tech / AI-ML

I liked the hands-on approach of the training. Working on assignments and mini projects made the concepts easier to understand, and the AI/ML introduction was a useful addition to the course.

Divyanshu Mishra

B.Tech / AI-ML

The Machine Learning and Deep Learning courses are incredibly well structured. The instructors explain complex concepts simply, and the capstone project became the centerpiece of my portfolio.