Author: Anant Goyal

Anant Goyal
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Anant is a consulting intern at Marktechpost. He is an undergraduate, pursuing his Btech from Jaypee Institute of Information Technology, Noida. He is having a good knowledge of Machine Learning algorithms and looking forward in various complex ML algorithms.

Optimizers in Keras Part – 1

You have heard of an optimization technique named Gradient Descent. Now, suppose you are dealing with a massive dataset having one million data points....

Backpropagation in Neural Networks

Do you know how a neural network trains itself to do some job? How does it learn? In this article, we will see the...

Gradient Descent Optimization Technique In Machine learning

Optimization in machine learning is the process of updating weights and biases in the model to minimize the model's overall loss. While backpropagating in...

Logistic Regression with Keras

This article explains what Logistic Regression is, its intuition, and how we can use Keras layers to implement it. What is Logistic Regression? It is a...

Image Data Augmentation in Keras

When dealing with Deep Learning on images, the first question that arises in your mind is where you will get this particular type of...

Transfer Learning in Keras (Image Recognition)

Transfer Learning in AI is a method where a model is developed for a specific task, which is used as the initial steps for...

Researchers At The University Of Genoa And AWS Analyze Techniques To Make Machine Learning (ML) Models Fairer For Underrepresented Groups

What is fairness? Fairness is just the treatment or behavior without favoritism or discrimination. There are different concepts or notions of defining fairness, such as...

COCO – A Definitive Dataset For Deep Learning On Images

In Deep Learning, the biggest challenge is to collect data. We need a massive dataset to train our model. Like in the classification problem,...

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