March 2020
Beginner to intermediate
352 pages
8h 40m
English
Overview
Embark on a journey to master Exploratory Data Analysis (EDA) through hands-on practice with Python. This book covers EDA essentials such as data cleaning, visualization, and modeling using real-world datasets, equipping you with the tools to extract meaningful insights and make data-driven decisions.
What this Book will help me do
- Effectively clean and prepare data for analysis.
- Perform advanced Exploratory Data Analysis (EDA) techniques using Python.
- Develop predictive models to analyze trends and determine outcomes.
- Interpret and visualize dataset characteristics using Python visualization libraries.
- Apply your EDA knowledge to a broad range of real-world datasets.
Author(s)
None Kumar Mukhiya and None Ahmed are experienced professionals and educators in data science and analytics. They bring a wealth of knowledge and unique perspectives from their extensive work with data. Their approach in this book is to provide readers with the quintessential EDA techniques that are both practical and impactful in any data process.
Who is it for?
This book is geared towards aspiring data scientists, analysts, and statisticians who already have a basic understanding of Python and statistics. If you're someone looking to deepen your skills in data analysis and uncover insights from datasets to inform decisions, this book is perfect for you. It provides practical instructions for using Python in real-world contexts of Data Science. Whether you are a student exploring data analytics or a professional expanding your skillset, you'll find this book insightful and engaging.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.