Ali H KhanaferinGeek CultureLinear Regression Using Gradient Descent: Intuition and ImplementationIn this article, we talk about linear regression, and how it can be used to make predictions when dealing with labeled data.9 min read·May 10, 2021----
Ali H KhanaferinGeek CultureLogistic Regression Using Gradient Descent: Intuition and ImplementationThis is part three of a series I’m working on, in which we’ll discuss and define introductory machine learning algorithms and concepts. At…7 min read·May 17, 2021----
Ali H KhanaferinGeek CultureNeural Networks Part 1: Terminology, Motivation, and IntuitionThis is part four of a series I’m working on, in which we’ll discuss and define introductory machine learning algorithms and concepts. At…6 min read·May 25, 2021--2--2
Ali H KhanaferinGeek CultureNeural Networks Part 2: Backpropagation and Gradient CheckingThis is part five of a series I’m working on, in which we’ll discuss and define introductory machine learning algorithms and concepts. At…8 min read·Jun 1, 2021----
Ali H KhanaferinGeek CultureEvaluating Your Hypothesis and Understanding Bias vs VarianceThis is part five of a series I’m working on, in which we’ll discuss and define introductory machine learning algorithms and concepts. At…10 min read·Jun 6, 2021----
Ali H KhanaferinGeek CultureSupport Vector Machines and KernelsThis is part seven of a series I’m working on, in which we’ll discuss and define introductory machine learning algorithms and concepts. At…8 min read·Jun 15, 2021----
Ali H KhanaferinGeek CultureUnsupervised Learning and the Intuition Behind K-Means ClusteringThis is part eight of a series I’m working on, in which we’ll discuss and define introductory machine learning algorithms and concepts. At…7 min read·Jun 22, 2021----
Ali H KhanaferinGeek CultureDimensionality Reduction and Principal Component AnalysisThis is part nine of a series I’m working on, in which we’ll discuss and define introductory machine learning algorithms and concepts. At…8 min read·Jun 29, 2021----
Ali H KhanaferinGeek CultureAnomaly DetectionAlgorithm for catching outliers using Gaussian distribution7 min read·Jul 12, 2021----
