VAVamshi Ainvamshiadimalla.hashnode.dev·Jun 5, 2025 · 17 min readStep-by-Step Guide On Implementing Neural Networks From Scratch - Part 2In my previous article, we’ve learnt about neural networks, the intuition and the theory behind them. (Although I glossed over forward and backward propagation, don’t worry we’ll go over them clearly today!) In this article, I’m going to go through t...00
VAVamshi Ainvamshiadimalla.hashnode.dev·May 28, 2025 · 10 min readStep-by-Step Guide On Implementing Neural Networks From Scratch - Part 1There are 3 things I’ll be covering in this article: Neural Networks and the Intuition behind them A Single Neuron Forward and Backward Propagation What are Neural Networks and what’s the intuition behind them? Ever wondered how modern AI like c...00
VAVamshi Ainvamshiadimalla.hashnode.dev·Sep 16, 2024 · 11 min readStep-by-Step Guide to Logistic Regression for ClassificationWhat is Classification? When it comes to Machine Learning, the 2 most commonly used algorithms are Linear and Logistic Regression. In this article I'm going to explain the second most commonly used machine learning algorithm - Logistic Regression. In...00
VAVamshi Ainvamshiadimalla.hashnode.dev·Jun 30, 2024 · 5 min readLocally Weighted Regression and Probabilistic InterpretationIn this article I'll be explaining the following 2 topics in depth Locally Weighted Regression Probabilistic Interpretation to prove least square error is optimal for linear regression Locally Weighted Regression Previously, in my linear regressi...00J
VAVamshi Ainvamshiadimalla.hashnode.dev·Jun 23, 2024 · 4 min readUnderstanding Batch and Stochastic Gradient Descent and Normal Equation for Linear RegressionIn this article I'll be discussing about 3 things: Batch Gradient Descent Stochastic Gradient Descent Normal Equation Gradient Descent Gradient descent in machine learning is used to find the values of a function's parameters (coefficients), in ...00
