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Visualize The Performance Of Linear Regression With This Simple Plot
Assumption turned into performance validation.
Avi Chawla
Jun 2
7
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Visualize The Performance Of Linear Regression With This Simple Plot
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9 Most Important Plots in Data Science
...in a single frame
Avi Chawla
May 26
28
4
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9 Most Important Plots in Data Science
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Visualize The Performance Of Any Linear Regression Model With This Simple Plot
Assumption turned into performance validation.
Avi Chawla
May 15
17
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Visualize The Performance Of Any Linear Regression Model With This Simple Plot
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Be Cautious Before Drawing Any Conclusions Using Summary Statistics
You never know what's inside the data.
Avi Chawla
Apr 16
10
1
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Be Cautious Before Drawing Any Conclusions Using Summary Statistics
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Use Histograms With Caution. They Are Highly Misleading!
Instead, try these alternatives.
Avi Chawla
Apr 2
6
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Use Histograms With Caution. They Are Highly Misleading!
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The Limitation Of Pearson Correlation Which Many Often Ignore
Not all bivariate analysis is linear!
Avi Chawla
Mar 16
7
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The Limitation Of Pearson Correlation Which Many Often Ignore
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Use Box Plots With Caution! They May Be Misleading.
Box plots are quite common in data analysis. But they can be misleading at times. Here's why. A box plot is a graphical representation of just five…
Avi Chawla
Mar 2
5
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Use Box Plots With Caution! They May Be Misleading.
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Pandas and NumPy Return Different Values for Standard Deviation. Why?
Pandas assumes that the data is a sample of the population and that the obtained result can be biased towards the sample. Thus, to generate an unbiased…
Avi Chawla
Jan 30
5
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Pandas and NumPy Return Different Values for Standard Deviation. Why?
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Why Correlation (and Other Statistics) Can Be Misleading.
Correlation is often used to determine the association between two continuous variables. But it has a major flaw that often gets unnoticed. Folks often…
Avi Chawla
Nov 30, 2022
4
1
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Why Correlation (and Other Statistics) Can Be Misleading.
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