Getting Started with Pandas for Data Analysis

Learn the Essentials of Data Wrangling with Python’s Powerful Library

Course Instructors Thinknyx Technologies Madhuri Jha

$10.00 $25.00 60% OFF

Course Overview

Data Analysis is at the heart of every data-driven decision. Whether it’s business insights, performance tracking, or scientific research, knowing how to clean, transform, and visualize data is essential. This course equips you with practical skills using the most powerful Python libraries — Pandas & Matplolib— to handle real-world datasets effectively.

What's in this course?

This beginner-friendly course offers a step-by-step guide to mastering essential data analysis skills using Python and Pandas. Whether you're just starting out or want to build confidence working with data, this course provides hands-on experience through interactive demos and real-world examples.

You’ll gain a solid understanding of:

How to get started with data analysis in Python using Pandas
Key techniques in data cleaning to prepare messy datasets
How to transform data for better insights using functions like .apply(), .transform(), and aggregation
Basics of data visualization using Pandas and Matplotlib
Performing end-to-end analysis from raw to refined data

Special Note:

This course emphasizes practical demonstrations using Jupyter Notebook so you can directly follow along with the instructor. Each section introduces a concept and is immediately followed by a hands-on demo using real datasets, making it easier to retain and apply the skills learned.

Course Structure:

Lectures
Live Demonstrations
Conceptual Walkthroughs
End-to-End Datasets

Course Contents:

Introduction to Data Analysis with Python
Data Cleaning using Pandas
Data Transformation using Pandas
Data Visualization using Pandas

By the end of this course, you’ll be confident in using Pandas for data analysis tasks and be able to independently clean, transform, and visualize datasets in Python.

Course Curriculum

Getting Started with Pandas for Data Analysis

15 Learning Materials

Course Introduction

Introduction

Video

00:02:43

Reference files used in the demonstrations

ZIP

Introduction to Data Analysis with Python

Section Introduction

Video

00:01:02

Introduction to Data Analysis using Pandas

Video

00:06:09

Demonstration - Analyzing Data using Pandas

Video

00:07:01

Data Cleaning using Pandas

Section Introduction

Video

00:00:43

Introduction to Data Cleaning

Video

00:03:12

Demonstration - Cleaning Data Using Pandas in Jupyter Notebook

Video

00:07:54

Data Transformation using Pandas

Section Introduction

Video

00:01:13

Understanding the Basics of Data Transformation

Video

00:01:54

Demonstration - Transform Data Using Pandas

Video

00:10:10

Data Visualization using Pandas

Section Introduction

Video

00:01:10

Introduction to Data Visualization using Pandas

Video

00:04:54

Demonstration - Plotting Data Using Pandas and Matplotlib

Video

00:08:42

Conclusion

Conclusion

Video

00:01:18

Course Instructor

tutor image

Thinknyx Technologies

26 Courses • 14 Students

Thinknyx® Technologies is a trusted name in the IT industry, backed by a team of seasoned professionals with extensive expertise across a broad spectrum of technologies. Our core competencies span Software Development, IT Infrastructure Management, Cloud Solutions, Automation, Container Management, Web & App Development, Cybersecurity, and Professional Services. As a recognized and reputable brand, Thinknyx® Technologies delivers end-to-end IT consulting services, including specialized training in both Information Technology and essential Soft Skills. We also provide comprehensive Talent Acquisition and Recruitment solutions, supporting organizations of all sizes around the globe.

Partner with Thinknyx® Technologies to empower your workforce, drive innovation, and stay ahead in the digital age.

tutor image

Madhuri Jha

1 Courses • 8 Students

Madhuri is a Senior DevOps Specialist and AWS Educator with deep expertise across development, automation, and cloud technologies. She began her career in web development using Java and .NET, later embracing Python as her core programming language. Her journey led her into cloud computing with AWS, containerization using Docker and Kubernetes, infrastructure automation with Ansible, and Linux administration.

Madhuri also brings strong development skills in PHP and the Laravel framework. As an AWS Educator, she’s passionate about sharing practical, hands-on knowledge with learners, helping bridge the gap between development and operations through real-world DevOps practices.

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