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
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
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.
Instructor Details
- 4.3 Rating
124 Reviews
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
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
Quality Score
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Overall Score : 86 / 100









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