Archives for ANN

05 Dec

Understanding Artificial Neural Network With Linear Regression

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image-8715

Artificial Neural Network (ANN) is probably the first stop for anyone who enters into the field of Deep Learning. Inspired by the structure of Natural Neural Network present in our body, ANN mimics a similar structure and learning mechanism. ANN is just an algorithm to build an efficient predictive model. Because the algorithm and so…

The post Understanding Artificial Neural Network With Linear Regression appeared first on Analytics India Magazine.

21 Oct

A Hands-On Guide To Regression With Fast.ai

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image-7845

Artificial Intelligence (AI) is no longer just a buzzword but an important part of an organisation’s value chain. Tech giants are pouring in resources and capital to build and achieve state-of-the-art solutions in the AI space for core business functions. This race between tech giants has led to a rise of solutions that has turned…

The post A Hands-On Guide To Regression With Fast.ai appeared first on Analytics India Magazine.

21 Oct

A Hands-On Guide To Regression With Fast.ai

image-7844
image-7844

Artificial Intelligence (AI) is no longer just a buzzword but an important part of an organisation’s value chain. Tech giants are pouring in resources and capital to build and achieve state-of-the-art solutions in the AI space for core business functions. This race between tech giants has led to a rise of solutions that has turned…

The post A Hands-On Guide To Regression With Fast.ai appeared first on Analytics India Magazine.

10 Jul

Here’s A New Technique That Visualizes How Neurons Interact In A Neural Network

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image-5709

  Visualising the behaviour of neural networks has been of great interest lately for two reasons — to have a glimpse at how intelligence in its fundamental appears and to analyse the neurons for improvement (avoiding misclassification etc.) of the network. Previously, AI researchers started with individual neurons. In this method, a noisy image is…

The post Here’s A New Technique That Visualizes How Neurons Interact In A Neural Network appeared first on Analytics India Magazine.

20 Jun

A Beginner’s Guide To Scikit-Learn’s MLPClassifier

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image-5246

There is no objection in saying that Classification is one of the most popular Machine learning problems across the entirety of Data Science and Machine Learning. We humans have been so fixated on making a machine learn to classify and categorize things, whether it be images, symbols or whatever form that data can take. Artificial…

The post A Beginner’s Guide To Scikit-Learn’s MLPClassifier appeared first on Analytics India Magazine.

09 Nov

Neuroscience Holds The Key To More ‘Human’ Artificial Intelligence

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image-825

Unlocking The Brain Most of today’s crucial machine learning algorithms have come from research into neuroscience. A recent study showed that hippocampus, a vital part of the brain is responsible for the replays of those experiences during rest and sleep. This offline repetition grants brain to learn afresh from successes or failures that happened in…

The post Neuroscience Holds The Key To More ‘Human’ Artificial Intelligence appeared first on Analytics India Magazine.

27 Oct

Understanding This Recent AI That Can Predict Alzheimer 5 Years In Advance

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image-658

In India alone, more than 4 million people suffer from some form of dementia. The most prominent of it all is Alzheimer’s, which India has the third highest caseload in the world, after China and the US. Usually targeting people with the age of 60 or 65 years, currently there is no cure to the…

The post Understanding This Recent AI That Can Predict Alzheimer 5 Years In Advance appeared first on Analytics India Magazine.