This article was published as a part of the Data Science Blogathon. Introduction Neural Networks have acquired enormous popularity in recent years due to their usefulness and ease of use in the fields of Pattern Recognition and Data Mining. Deep Learning’s application to tasks such as object identification and voice recognition through the use of techniques […]

The post What are Graph Neural Networks, and how do they work? appeared first on Analytics Vidhya.

“The hardest thing to understand in the world is the income tax.” This quote comes from the man who came up with the theory of relativity – not exactly the easiest concept to understand. That said, had he lived a bit longer, Albert Einstein might have said “AI” instead of “income tax.” Einstein died in […]

The post Working Towards Explainable AI appeared first on DATAVERSITY.

Next in our blog series exploring interesting analytics use cases, we examine how machine learning algorithms dictate the music we listen to every day.  In 2019, the music streaming market was valued at $12,831.2 million – a figure that’s expected to nearly double by 2027. Music streaming has become the most popular medium for music consumption, significantly outperforming […]

The post How Analytics Shapes Our Music Tastes in the Era of Digital Streaming appeared first on DATAVERSITY.

This article was published as a part of the Data Science Blogathon. Table of Contents What is Neural Network Types of Neural Networks Types of Learnings How does a Neural Network work Endnotes What are Neural Networks? Neural networks are used to mimic the basic functioning of the human brain and are inspired by how the […]

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Fewer than one-quarter of organizations believe they are fully prepared for a ransomware attack, threatening data privacy

This article was published as a part of the Data Science Blogathon. To understand Convolutional Neural networks, we first need to know What is Deep Learning? Deep Learning is an emerging field of Machine learning; that is, it is a subset of Machine Learning where learning happens from past examples or experiences with the help of […]

The post CONVOLUTIONAL NEURAL NETWORK(CNN) appeared first on Analytics Vidhya.

This article was published as a part of the Data Science Blogathon. Introduction to Deep Learning Artificial Intelligence, deep learning, machine learning — whatever you’re doing if you don’t understand it — learn it. Because otherwise you’re going to be a dinosaur within 3 years. -Mark Cuban This statement from Mark Cuban might sound drastic – but its message is […]

The post Introductory note on Deep Learning appeared first on Analytics Vidhya.

This article was published as a part of the Data Science Blogathon. Hey Guys, Hope you all are doing well. In this article, we will be learning how you can develop and deploy an image classifier using flask. Like my other articles, this article will give you hands-on experience with code and at the end of […]

The post Develop and Deploy Image Classifier using Flask: Part 1 appeared first on Analytics Vidhya.

Here are 15 neural network projects you can take on in 2022 to build your skills, your know-how, and your portfolio.

Data Science models come with different flavors and techniques — luckily, most advanced models are based on a couple of fundamentals. Which models should you learn when you want to begin a career as Data Scientist? This post brings you 6 models that are widely used in the industry, either in standalone form or as a building block for other advanced techniques.