PinnedShubham DhingrainTowards Data ScienceSimplified Mathematics behind Neural NetworksMathematically computing updates in weights and biases of a Neural Network.·9 min read·Jan 11, 2021--2--2
Shubham DhingrainTowards Data ScienceMathematical Recipe of Dimensionality ReductionMathematically identifying and retaining the useful features in the data through Dimensionality Reduction.·8 min read·Jun 2, 2021----
Shubham DhingrainGeek CultureThinking StatisticallyUnderstanding how to think statistically by discussing two examples.·4 min read·May 29, 2021----
Shubham DhingrainTowards Data ScienceEvaluation Metrics IIExploring different methods to evaluate Machine Learning models for Regression problems.·8 min read·May 21, 2021----
Shubham DhingrainTowards Data ScienceEvaluation MetricsExploring different methods to evaluate Machine Learning models for classification problems.·9 min read·Jan 30, 2021----