-
Gradient Descent in Linear Regression
Gradient Descent is an algorithm that finds the best-fit line for linear regression for a training dataset in a smaller number of iterations.
ankita 19 Jul, 2024
-
Is Gradient Descent sufficient for Neural Network?
when it comes to building the Deep Learning models, the Gradient Descent has some major challenges. Let's explore them in this article
Neha 01 Apr, 2021
-
Must Known Vector Norms in Machine Learning
Vector Norms are non-negative values. In this article, find the different ways to calculate Vector Norms in machine learning and data science
Chirag Goyal 30 Mar, 2021
-
Variants of Gradient Descent Algorithm
This article is focused on the types of gradient descent algorithm that is essential for understanding Deep learning in detail. Start Reading Now!
Himanshi Singh 07 Nov, 2023
-
Data Scientist’s Guide to Logistic regression
Logistic Regression is a mathematical model used in statistics to estimate the probability of an event occurring using some previous data
Shipra Saxena 05 Mar, 2021
-
Understanding Gradient Descent Algorithm
Gradient descent is a first-order iterative optimization algorithm. In this article, learn how does gradient descent work and optimize model
Shipra Saxena 21 Feb, 2024
-
Data Science 101: Introduction to Cost Function
Cost function gives the lowest MSE which is the sum of the squared differences between the prediction and true value for Linear Regression
Himanshi Singh 17 Oct, 2024
-
Binary Cross Entropy/Log Loss for Binary Classification
Learn how Binary Cross Entropy (Log Loss) functions in binary classification tasks in machine learning. Understand its formula, application, and role in optimizing classification models
Shipra Saxena 24 Apr, 2025
-
Deep Learning 101: Beginners Guide to Neural Network
Explore the components of a neural network and learn about neural network layers and neurons, including input, hidden, and output layers.
Himanshi Singh 27 Jul, 2023
-
How to Split a Decision Tree – The Pursuit to Achieve Pure Nodes
In this article understand the basics of Decision Trees such as Decision Tree Split, ideal split, pure nodes with a video
Himanshi Singh 01 Mar, 2021
