jubaer.hashnode.devGradient Descent SimplifiedWhat is Gradient Descent Batch Gradient Descent Stochastic Gradient Descent Mini-batch Gradient Descent What is Gradient Descent? At its core, gradient descent is an optimization algorithm. It helps our machine learning model improve by minimizi...Jul 17, 2025·5 min read
jubaer.hashnode.devPerceptron loss Function and MLP simplifiedTable of Contents’’ Section 1.2 : Perceptron loss function Section 1.3: Drawbacks of Perceptron Section 1.4: Understanding the basics of Multi-Layer Perceptron From Mistakes to Mastery: Perceptron Loss Welcome back! In our last post, we met the perce...Jul 4, 2025·3 min read
jubaer.hashnode.devPerceptron model simplifiedTable of contents” Section 1.1 : What is perceptron model Section 1.2: loss function Section 1.3: Multi-layer Perceptron Section 1.4: Building model using Perceptron Perceptron: The Building Blocks of Neural Networks Hey everyone! Today, let's dive i...Jul 2, 2025·4 min read