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Data Science in your pocket
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Mathematics
Mehul Gupta
in
Data Science in your pocket
Jun 11
AUC-ROC metric for Classification problems explained with example
Moving beyond Accuracy and F1 score
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81
vTeam.ai
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Data Science in your pocket
Sep 11, 2023
Mathematics using LLMs using Langchains
READ THE FULL BLOG BELOW
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61
Mehul Gupta
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Data Science in your pocket
Jul 23, 2023
Matrix Factorization algorithms explained with an example
LU Decomposition, Eigenvalue Decomposition…
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114
Mehul Gupta
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Data Science in your pocket
Jun 6, 2023
Permutation testing explained with an example
Moving beyond hypothesis testing
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91
Mehul Gupta
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Data Science in your pocket
May 24, 2023
What are confidence intervals?
Understanding the maths behind the statistical concept with an example
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75
Mehul Gupta
in
Data Science in your pocket
Feb 15, 2023
Calculating Non-Linear correlation using Distance correlation with examples
Moving ahead of Pearson’s…
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191
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Mehul Gupta
in
Data Science in your pocket
Sep 14, 2022
How feature importance is calculated in Decision Trees? with example
Understanding the math behind
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77
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Mehul Gupta
in
Data Science in your pocket
Aug 10, 2021
Understanding Nash Equilibrium with example
an important pre-requisite for GANs
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111