05 Aug Machine Learning Overview Sequential vs Functional Keras API Part 2 explanation _ Day 15 January 16, 2025 By ingoampt Keras API Example window.MathJax = { tex: { inlineMat... Continue reading
02 Aug Machine Learning Overview What is Keras _ day 13 January 15, 2025 By ingoampt Understanding Keras and Its Role in Deep Learning What is Keras? Keras is an open-source software library that provides a Python interf... Continue reading
26 Jul Machine Learning Overview Activation Function, Hidden Layer and non linearity. _ day 12 January 13, 2025 By ingoampt Understanding Non-Linearity in Neural Networks body {<br /> font-family: Arial, sans-serif;<b... Continue reading
26 Jul Machine Learning Overview Activation Function _ day 11 January 15, 2025 By ingoampt Activation Functions in Neural Networks body { font-family: Arial, sans-serif; line-height: 1.6; color: black;... Continue reading
24 Jul Machine Learning Overview Regression vs Classification Multi Layer Perceptrons (MLPs) _ day 10 January 15, 2025 By ingoampt Regression with MLPs Regression with Multi-Layer Perceptrons (MLPs) IntroductionNeural networks, particularly Mul... Continue reading
19 Jul Machine Learning Overview 3 Types of Gradient Decent Types : Batch, Stochastic & Mini-Batch _ Day 8 January 14, 2025 By ingoampt Understanding Gradient Descent: Batch, Stochastic, and Mini-Batch Understanding Gradient Descent: Batch, Stochastic, and Mini-BatchL... Continue reading
18 Jul Machine Learning Overview What is Gradient Decent in Machine Learning? _ Day 7 January 14, 2025 By ingoampt Mastering Gradient Descent in Machine Learning Mastering Gradient Descent: A Comprehensive Guide to Optimizing Machine Learning Model... Continue reading
18 Jul Machine Learning Overview Can we make prediction without need of going through iteration ? yes with the Normal Equation _ Day 6 January 14, 2025 By ingoampt Understanding Linear Regression: The Normal Equation and Matrix Multiplications Explained Continue reading
03 Jul Machine Learning Overview Regression & Classification with MNIST. _ day 4 January 12, 2025 By ingoampt A Comprehensive Guide to Machine Learning: Regression and Classification with the MNIST DatasetIntroduction to Supervised Learning: Re... Continue reading
02 Jul Machine Learning Overview Models based, Instance Models, Train-Test Splits: The Building Blocks of Machine Learning Explained – Day 3 January 12, 2025 By ingoampt In machine learning and deep learning, the concepts of Model vs Instance Models and Train-Test Split are closely intertwined. A model s... Continue reading