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Exploratory Data Analysis with Pandas and Python 3.x (Udemy.com)

Extract and transform your data to gain valuable insights

Created by: Packt Publishing

Last updated August 2019

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What you will learn

  • Improve your understanding of descriptive statistics and apply them over a dataset.
  • Learn how to deal with missing data and outliers to resolve data inconsistencies.
  • Explore various visualization techniques for bivariate and multivariate analysis.
  • Enhance your programming skills and master data exploration and visualization in Python.
  • Learn multidimensional analysis and reduction techniques.
  • Master advanced visualization techniques (such as heatmaps) for better analysis and rapidly broaden your understanding

How it compares

Against the other 518 rated Udemy courses in Software Development on CourseDuck:

  • Rating4.3 out of 5higher than 17% of them
  • Reviews124#421 of 519 by number of reviews
  • Length5.1 hoursshorter than 61% of them
  • Last updatedAugust 2019earlier than 91% of them

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Course Description

How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on course shows non-programmers how to process information that’s initially too messy or difficult to access. Through various step-by-step exercises, you’ll learn how to acquire, clean, analyze, and present data efficiently.

This course will take you from Python basics to explore many different types of data. Throughout the course, you will be working with real-world datasets to retrieve insights from data. You'll be exposed to different kinds of data structure and data-related problems. You'll learn how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from data, and more!

About the Author

Mohammed Kashif works as a Data Scientist at Nineleaps, India, dealing mostly with graph data analysis. Prior to this, he worked as a Python developer at Qualcomm. He completed his Master's degree in Computer Science from IIT Delhi, with a specialization in data engineering. His areas of interests include recommender systems, NLP, and graph analytics. In his spare time, he likes to solve questions on StackOverflow and help debug other people out of their misery. He is also an experienced teaching assistant with a demonstrated history of working in the Higher-Education industry.

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Instructor Details

Packt Publishing

Packt are an established, trusted, and innovative global technical learning publisher, founded in Birmingham, UK with over eighteen years experience delivering rich premium content from ground-breaking authors and lecturers on a wide range of emerging and established technologies for professional development.


Packt’s purpose is to help technology professionals advance their knowledge and support the growth of new technologies by publishing vital user focused knowledge-based content faster than any other tech publisher, with a growing library of over 9,000 titles, in book, e-book, audio and video learning formats, our multimedia content is valued as a vital learning tool and offers exceptional support for the development of technology knowledge.


We publish on topics that are at the very cutting edge of technology, helping IT professionals learn about the newest tools and frameworks in a way that suits them.

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Reviews

4.3

124 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Carlos Mario Salazar Díaz on 8/28/2023

Regarding coding, the course is good, it teaches several techniques of data cleaning and preprocessing

By AJITH KUMAR PANDIYAN on 8/8/2022

Need little more details

By Linga Harish Kumar I L on 7/27/2022

This course was good and i learnt a lot from this course. I feel like instead of providing a link for downloading dataset, they can provide the dataset so it will be easy to proceed on.

By Gaurav Rawat on 5/21/2020

This course gave me deep insight about the data and visualization part

By Ekta Negi on 5/20/2020

The over all course was totally fine, but the data set can be changed a bit more complex data set and hands on treating the outliers and missing values, Could have made the over all course better

By Akhila Maddukuri on 1/13/2020

Excellent!! .....in terms of tips provided throughout and Hands on practice

By Sherli on 12/15/2019

Good and useful

By Amanpreet Singh on 8/24/2019

A lot of places the tutor is quite while typing. This really creates a dis connect. At times i felt that the video has stopped. Kindly improve it.

By Dr R Muruganandham on 1/1/2025

By Debendra Ray on 8/5/2019

Showing all 10 reviews on CourseDuck

Read all 124 reviews on Udemy

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Overall Score : 86 / 100