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Category Archives: Gradient Descent

Gradient Descent for Logistic Regression Simplified – Step by Step Visual Guide

· Roopam Upadhyay · 25 Comments

If you want to gain a sound understanding of machine learning then you must know gradient descent optimization. In this article, you will get a detailed and intuitive understanding of gradient descent to solve machine learning algorithms. The entire tutorial uses images and visuals to make things easy to grasp. Here, we will use an example

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Posted in Gradient Descent, Machine Learning and Artificial Intelligence |

Intuitive Machine Learning : Gradient Descent Simplified

· Roopam Upadhyay · 20 Comments

How do machines learn? They learn the same way as humans. Humans learn from experience and so do machines. For machines, the experience is in the form of data. Machines use powerful algorithms to make sense of the data. They identify underlining patterns within the data to learn things about the world. Like humans, machines

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Posted in Gradient Descent, Machine Learning and Artificial Intelligence |

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