Session 29 - Exploratory Data Analysis | Data Analysis Process | DSMP 2022-23
Channel: CampusX
Date: 2023-02-01

Session 29 - Exploratory Data Analysis | Data Analysis Process | DSMP 2022-23-------------------------------------------------------------------------------------------------------------------------------------------------------
Enroll in this Programme from our Website - https://learnwith.campusx.in/

YouTube Playlist - https://www.youtube.com/playlist?list=PLKnIA16_RmvbAlyx4_rdtR66B7EHX5k3z
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Task Links
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https://colab.research.google.com/drive/1JxqAaea31KuaLvHfLRNyGUbq8ZYFOTzm?usp=sharing
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Notebook Links 
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https://colab.research.google.com/drive/13rFqQJqU5RgxSdtUARZAUrzAoweE3rbQ?usp=sharing
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Dataset Link
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https://drive.google.com/drive/folders/1oFZxHRuAw_JI7soe46mmO61s-WM7jtQg?usp=share_link
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| Time stamp |
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0:00 Start
5:34 Session Start
11:25 Titanic Data Description
4:20 Why Do EDA

20:20 Column Types
23:10 Steps for EDA
26:00 Doubts

27:18 Univariate Analysis
32:40 Steps of doing Univariate Analysis on Numerical columns
36:45 Univariate Analysis on column Age
46:13 Univariate Analysis on column fare

54:45 Doubt
56:48 Steps of doing Univariate Analysis on Categorical columns
59:05 Univariate Analysis on column Survived
1:01:39 Univariate Analysis on column PClass
1:03:43 Univariate Analysis on column 'Sex', SibP, Parch

1:10:28 Doubt
1:12:35 Steps of doing Bivariate Analysis
1:29:59 Age vs Survival Bivariate Analysis
1:35:30 Doubt

1:36:40 Feature Engineering on Fare col
2:13:48 PClass vs Deck

2:20:42 End Session Doubt

 #datanalytics  #eda #exploratorydataanalysis #FeatureEngineering