Part 2 2020 DATA SCIENCE PROJECTS FOR BEGINNERS | Exploratory data analysis Python

This is a data science project for beginners in Python for predicting car purchase amount. Solving these data science projects step by step will help beginners gain the understanding of how to perform exploratory data analysis. Beginners are advised to perform exploratory data analysis in python along with the trainer rather than just watching the videos.

In this video, we will perform Exploratory Data Analysis in python:

Exploratory data analysis helps in performing initial investigations on data with the help of summary statistics and graphical representations.

Data Science Projects for beginners in Python to perform exploratory data analysis
0:34 Definition of Exploratory Data Analysis
1:43 Steps in EDA Analysis
3:09 Find out number of rows and columns in dataset through shape function (dataset.shape)
5:25 Information about dataset (dataset.info)
7:29 View top 5 rows in dataset through head (dataset.head())
8:04 View top 10 rows in dataset through head (dataset.head(10))
8:40 View last 5 rows in dataset through tail (dataset.tail())
9:04 View last 5 rows in dataset through tail (dataset.tail(10))
9:40 Describing statistical summary of the dataset (dataset.describe())
10:15 Data Interpretation
18:17 Check unique value in a dataset (dataset.unique())
19:19 Count the number of unique value in the dataset (dataset.nunique())
20:05 Check null values in a column (isna)
21:17 Conclusion
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“What Data Science projects should I make?” beginners ask? Analytics Fun is here, with these amazing ideas for data science projects for beginners in 2020. So let’s start already!

Top Data Science Projects for beginners and step by step explanation including exploratory data analysis to build data science resume.
There is no such data science projects that are difficult. Data Science Projects for beginners are the perfect way to improve your skills and progress towards their mastery. Start the project and begin with exploratory data analysis

These data science projects for beginners series in python are the ones that are trending in 2020. They will surely lead you to success and beginners will perform lot of exploratory data analysis in such projects.
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Many beginners have asked us to create video series on data science projects for beginners series so that they can showcase some data science projects in resume.

Hence, in this video series, Analytics Fun Team will discuss interesting data science projects for Beginners in Python so that you can get your dream job. These python projects will help beginners to build data science resume. In the python interview, beginners can talk about the various steps in the exploratory data analysis. Also, these data science projects for beginners in python can be presented in your data science interview

The data science projects for beginners series is meant so that even a fresher or a beginner who have absolutely no knowledge of data science can learn from scratch. We will help you to perform exploratory data analysis from scratch so that beginners can perform data science projects step by step in python easily.

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