PinnedSaurabh SaxenainTowards AITop 10 SQL Queries a Data Scientist Should KnowStructured Query Language or SQL is a query-based universal language to read, write and manage databases. In any Machine Learning pipeline…5 min read·Oct 17, 2022--1--1
PinnedSaurabh SaxenainTowards AIActivation Function in Neural NetworksBinary Step Activation Function, Linear Activation, Sigmoid Activation Function, Tanh Activation Function5 min read·Oct 14, 2022----
PinnedSaurabh SaxenainTowards AIROC and AUC for Model EvaluationROC or Receiver Operating Characteristic Curve is the most frequently used tool for evaluating the binary or multi-class classification…4 min read·Oct 7, 2022----
PinnedSaurabh SaxenainTowards AIPrecision-Recall CurvePR Curve, AUC-PR, and AP4 min read·Oct 3, 2022----
Saurabh SaxenainTowards AIMulti-class Model Evaluation with Confusion Matrix and Classification ReportPrecision, Recall, F1, Micro, Macro, Weighted, and Classification Report5 min read·Sep 30, 2022--3--3
Saurabh SaxenainTowards AIDeep dive into Confusion MatrixPrecision (TPR), Recall (PPV), TNR, FPR, FNR, NPV, F1 Score, Accuracy, Balanced Accuracy, LR+, LR-5 min read·Sep 26, 2022--2--2
Saurabh SaxenainTowards AIIntroduction to Confusion MatrixWhat is Confusion Matrix and how to plot it in Python?4 min read·Sep 23, 2022----