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…5 min read·Apr 11, 2024----
Reza BagheriinTowards Data ScienceUnderstanding Histograms and Kernel Density EstimationAn in-depth exploration of histograms and KDE·26 min read·Dec 18, 2023--1--1
Reza BagheriinAI AdvancesPySpark DataFrames: a Comprehensive GuidePractical recipes for data analysis using Apache Spark and Python75 min read·Nov 16, 2023--6--6
Reza BagheriinTowards Data ScienceThe Curse of Dimensionality, DemystifiedUnderstanding the mathematical intuition behind the curse of dimensionality·23 min read·Oct 6, 2023----
Reza BagheriinTowards Data ScienceDirichlet Distribution: The Underlying Intuition and Python ImplementationEverything you need to know about the Dirichlet distribution·27 min read·Aug 1, 2023----
Reza BagheriinTowards Data ScienceA Deep Dive into Autoencoders and Their Relationship to PCA and SVDAn in-depth exploration of autoencoders and dimensionality reduction·46 min read·Jun 13, 2023--3--3
Reza BagheriUnderstanding Multivariate Normal DistributionThe math and intuition behind the multivariate normal distribution·78 min read·Feb 19, 2023----
Reza BagheriinTowards Data ScienceUnderstanding Multinomial Distribution using PythonThe math and intuition behind the multinomial distribution·20 min read·Jan 6, 2023----
Reza BagheriinTowards Data ScienceUnderstanding Probability Distributions using PythonAn intuitive and comprehensive guide to probability distributions·98 min read·Dec 8, 2022--1--1
Reza BagheriinTowards Data ScienceIntroduction to SHAP Values and their Application in Machine LearningLearn how the SHAP library works under the hood·82 min read·Mar 31, 2022--10--10