Master Exploratory Data Analysis in Python: Step-by-Step Guide ๐
Learn how to perform effective exploratory data analysis with Python in this comprehensive project. Perfect for aspiring data scientists and analysts! Enroll now and boost your skills with Simplilearn.

Simplilearn
55.2K views โข Oct 2, 2021

About this video
"๏ธโ๐ฅPurdue - Professional Certificate in AI and Machine Learning - https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=MoM6mighOJM&utm_medium=DescriptionFFF&utm_source=Youtube
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In this video on Exploratory Data Analysis in Python, we will take you through the different steps involved in Exploratory Data analysis with the help of the housing dataset. Learn to clean and prep data before using it for machine learning or analytics and learn different tips and tricks to draw useful insights from your data by following along with the python code. Get your hands dirty and dive into our Exploratory Data Analysis Project in Python which is performed on market analysis data and become a pro at manipulating your datasets and finding patterns in data.
The topics covered in this video are:
00:00 What is Exploratory Data Analysis?
05:12 Steps involved in EDA
35:10 Demo
โก๏ธ About Data Analyst Masterโs Program
This online data analyst course will transform you into a data analytics expert. In this certification course, you will learn the latest analytics tools and techniques, how to work with SQL, the languages of R and Python, the art of creating data visualizations, and how to apply statistics and predictive analytics in a business environment.
โ Key Features
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Industry-recognized Data Analyst Masterโs certificate from Simplilearn
- Dedicated live sessions by faculty of industry experts
- Masterclasses from IBM experts
- Industry-recognized IBM certifications for IBM courses
- Ask-Me-Anything (AMA) sessions with IBM leadership
- Capstone from 3 domains and 20+ projects
- Exclusive hackathons conducted by IBM
- Lifetime access to self-paced learning content
- Program crafted to initiate your journey as a Data Analyst
โ Skills Covered
- Data Analytics
- Statistical Analysis using Excel
- Data Analysis using Python and R
- Data Visualization Tableau and Power BI
- Linear and logistic regression modules
- Clustering using KMeans
- Supervised Learning
- Unsupervised Learning
๐ Learn More at:
๐ฅ๐ฅ Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688
๏ธโ๐ฅIITK - Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=MoM6mighOJM&utm_medium=DescriptionFFF&utm_source=Youtube
๏ธโ๐ฅMicrosoft AI Engineer Program - https://www.simplilearn.com/ai-engineer-course?utm_campaign=MoM6mighOJM&utm_medium=DescriptionFFF&utm_source=Youtube
๏ธโ๐ฅPurdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=MoM6mighOJM&utm_medium=DescriptionFFF&utm_source=Youtube"
In this video on Exploratory Data Analysis in Python, we will take you through the different steps involved in Exploratory Data analysis with the help of the housing dataset. Learn to clean and prep data before using it for machine learning or analytics and learn different tips and tricks to draw useful insights from your data by following along with the python code. Get your hands dirty and dive into our Exploratory Data Analysis Project in Python which is performed on market analysis data and become a pro at manipulating your datasets and finding patterns in data.
The topics covered in this video are:
00:00 What is Exploratory Data Analysis?
05:12 Steps involved in EDA
35:10 Demo
โก๏ธ About Data Analyst Masterโs Program
This online data analyst course will transform you into a data analytics expert. In this certification course, you will learn the latest analytics tools and techniques, how to work with SQL, the languages of R and Python, the art of creating data visualizations, and how to apply statistics and predictive analytics in a business environment.
โ Key Features
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Industry-recognized Data Analyst Masterโs certificate from Simplilearn
- Dedicated live sessions by faculty of industry experts
- Masterclasses from IBM experts
- Industry-recognized IBM certifications for IBM courses
- Ask-Me-Anything (AMA) sessions with IBM leadership
- Capstone from 3 domains and 20+ projects
- Exclusive hackathons conducted by IBM
- Lifetime access to self-paced learning content
- Program crafted to initiate your journey as a Data Analyst
โ Skills Covered
- Data Analytics
- Statistical Analysis using Excel
- Data Analysis using Python and R
- Data Visualization Tableau and Power BI
- Linear and logistic regression modules
- Clustering using KMeans
- Supervised Learning
- Unsupervised Learning
๐ Learn More at:
๐ฅ๐ฅ Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688
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Video Information
Views
55.2K
Likes
1.1K
Duration
01:19:42
Published
Oct 2, 2021
User Reviews
4.7
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