article thumbnail

Visualize Deep Learning Models using Visualkeras

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data.

article thumbnail

Basics of CNN in Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Convolutional Neural Networks also known as CNNs or ConvNets, are a type of feed-forward artificial neural network whose connectivity structure is inspired by the organization of the animal visual cortex. What is Convolutional Neural Network?

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

The Carbon Footprint of AI and Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. There are immense computational costs of Deep Learning and AI. The post The Carbon Footprint of AI and Deep Learning appeared first on Analytics Vidhya. This, in […].

article thumbnail

Introduction to Neural Network in Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is a branch of Machine learning where higher levels of features from the data can be extracted using an Artificial neural network inspired by the working of a neural system in the human body.

article thumbnail

What is Tableau? Its Application and Benefits in Data Science

Analytics Vidhya

Introduction Tableau is a powerful data visualization tool that is crucial in Data Science. Its significance lies in its ability to transform complex data into easily understandable visualizations, aiding in better decision-making processes.

article thumbnail

Neural Networks and Deep Learning with Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. In this article, we will see how to set up Neural Networks, Artificial Neural Networks, and Deep Neural Networks, and also how to design the model, how to train […]. Introduction A Neural Network is analogous to the connections of neurons in our brain.

article thumbnail

Exploring Vanishing and Exploding Gradients in Neural Networks

Analytics Vidhya

Introduction Deep learning is a fascinating field that explores the mysteries of gradients and their impact on neural networks. Solutions like ReLU activation and gradient clipping promise to revolutionize deep learning, unlocking secrets for training success.