Gradient Descent in Linear Regression
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction A linear regression model attempts to explain the relationship …
Home »
gradient descent
Is Gradient Descent sufficient for Neural Network?
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction An important factor that is the basis of any …
Variants of Gradient Descent Algorithm
ArticleVideo Book Introduction In a Neural Network, the Gradient Descent Algorithm is used during the backward propagation to update the parameters of the model. …
Linear Regression for Absolute Beginners with Implementation in Python!
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Warning: This article is for absolute beginners, I assume you …
How Does the Gradient Descent Algorithm Work in Machine Learning?
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Gradient Descent is one of the most used machine …
Understanding and coding Neural Networks From Scratch in Python and R
ArticleVideo BookInterview Quiz Note: This article was originally published on May 29, 2017, and updated on July 24, 2020 Overview Neural Networks is one …
Improving Neural Networks – Hyperparameter Tuning, Regularization, and More (deeplearning.ai Course #2)
This article is a comprehensive guide to course #2 of the deeplearning.ai specialization – hyperparameter tuning, regularization & more in neural networks!
An Introductory Guide to Deep Learning and Neural Networks (Notes from deeplearning.ai Course #1)
This is a comprehensive introduction to the world of deep learning and neural networks. These are essentially course notes from deeplearning.ai’s course #1.
11 most read Machine Learning articles from Analytics Vidhya in 2017
ArticleVideo Book Introduction The next post at the end of the year 2017 on our list of best-curated articles on – “Machine Learning”. These …
Introduction to Gradient Descent Algorithm (along with variants) in Machine Learning
ArticleVideo Book Introduction Optimization is always the ultimate goal whether you are dealing with a real life problem or building a software product. I, …
