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Saurabh Saxena

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Top 10 SQL Queries a Data Scientist Should Know

Structured Query Language or SQL is a query-based universal language to read, write and manage databases. In any Machine Learning pipeline…

Oct 17, 2022

Top 10 SQL Queries a Data Scientist Should Know

Oct 17, 2022

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Activation Function in Neural Networks

Binary Step Activation Function, Linear Activation, Sigmoid Activation Function, Tanh Activation Function

Oct 14, 2022

Activation Function in Neural Networks

Oct 14, 2022

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F1 to F-beta

F1 Score and Fbeta Score

Oct 10, 2022

F1 to F-beta

Oct 10, 2022

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ROC and AUC for Model Evaluation

ROC or Receiver Operating Characteristic Curve is the most frequently used tool for evaluating the binary or multi-class classification…

Oct 7, 2022

ROC and AUC for Model Evaluation

Oct 7, 2022

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Precision-Recall Curve

PR Curve, AUC-PR, and AP

Oct 3, 2022

Precision-Recall Curve

Oct 3, 2022

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Towards AI

Multi-class Model Evaluation with Confusion Matrix and Classification Report

Precision, Recall, F1, Micro, Macro, Weighted, and Classification Report

Sep 30, 2022

Multi-class Model Evaluation with Confusion Matrix and Classification Report

Sep 30, 2022

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Towards AI

Deep dive into Confusion Matrix

Precision (TPR), Recall (PPV), TNR, FPR, FNR, NPV, F1 Score, Accuracy, Balanced Accuracy, LR+, LR-

Sep 26, 2022

Deep dive into Confusion Matrix

Sep 26, 2022

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Introduction to Confusion Matrix

What is Confusion Matrix and how to plot it in Python?

Sep 23, 2022

Introduction to Confusion Matrix

Sep 23, 2022

Saurabh Saxena

Saurabh Saxena

Data Scientist | Coder. I talk about AI/ML, MLOps, and Python programming. More about me: https://www.linkedin.com/in/saurabh-ds https://twitter.com/saurabh_ml

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