Ali H KhanaferinGeek CultureDeep Learning Part 3: Backpropagation; Nothing But a Game of TelephoneAn intuitive way of understanding backpropagation by relating it to the game of “telephone”10 min read·Aug 22, 2021--1--1
Ali H KhanaferinGeek CultureDeep Learning Part 2: Vanilla vs Stochastic Gradient DescentHow vanilla gradient descent works, and why it’s inefficient to the point where stochastic gradient descent is needed13 min read·Aug 16, 2021----
Ali H KhanaferinGeek CultureDeep Learning: Meaning, Motivation, and NN Basic StructureWhat is deep learning, why is it needed, and understanding neural networks through their most basic structure11 min read·Aug 9, 2021----
Ali H KhanaferinGeek CultureAnomaly DetectionAlgorithm for catching outliers using Gaussian distribution7 min read·Jul 12, 2021----
Ali H KhanaferA Different Way of Looking at Precision vs RecallGoing beyond the confusing definitions by looking at model evaluation through a different lens8 min read·Jul 7, 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 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 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 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 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----
