Reza BagheriinTowards Data ScienceA Visual Understanding of the Softmax FunctionThe math and intuition behind the softmax function and its application in neural networks and softmax regressionNov 31Nov 31
Reza BagheriinTowards Data ScienceA Visual Understanding of Decision Trees and Gradient BoostingA visual explanation of the math behind decision trees and gradient boostingJul 261Jul 261
Reza BagheriinTowards Data ScienceA Visual Understanding of Logistic RegressionAn intuitive visual explanation of the math behind logistic regressionMay 92May 92
Reza BagheriinAI AdvancesBest Resources for Learning Linux and a Comprehensive Linux Cheat SheetLinus Torvalds initially developed Linux in 1991 as an open-source operating system. Since it is under open-source license, everybody can…Apr 11Apr 11
Reza BagheriinTowards Data ScienceUnderstanding Histograms and Kernel Density EstimationAn in-depth exploration of histograms and KDEDec 18, 20231Dec 18, 20231
Reza BagheriinAI AdvancesPySpark DataFrames: a Comprehensive GuidePractical recipes for data analysis using Apache Spark and PythonNov 16, 20237Nov 16, 20237
Reza BagheriinTowards Data ScienceThe Curse of Dimensionality, DemystifiedUnderstanding the mathematical intuition behind the curse of dimensionalityOct 6, 2023Oct 6, 2023
Reza BagheriinTowards Data ScienceDirichlet Distribution: The Underlying Intuition and Python ImplementationEverything you need to know about the Dirichlet distributionAug 1, 2023Aug 1, 2023
Reza BagheriinTowards Data ScienceA Deep Dive into Autoencoders and Their Relationship to PCA and SVDAn in-depth exploration of autoencoders and dimensionality reductionJun 13, 20233Jun 13, 20233
Reza BagheriUnderstanding Multivariate Normal DistributionThe math and intuition behind the multivariate normal distributionFeb 19, 2023Feb 19, 2023
