Archives for artificial neural network
The autoencoder is a specific type of feed-forward neural network where input is the same as output.
The post Guide to Autoencoders, with Python code appeared first on Analytics India Magazine.
‘Creative jobs are immune to AI invasion’ remains the old chestnut in most ‘future of jobs’ discussions. However, the advancements in technology, specifically AI, is proving otherwise. Wayne Ceng, Founder and Machine Learning Engineer at AUDOIR, an AI-assisted music creation software provider, recently explained how advanced AI technology can be used to create music. “Today’s…
The post Inside AUDOIR’s SAM, An AI Tool To Compose Songs appeared first on Analytics India Magazine.
‘Creative jobs are immune to AI invasion’ remains the old chestnut in most ‘future of jobs’ discussions. However, the advancements in technology, specifically AI, is proving otherwise. Wayne Ceng, Founder and Machine Learning Engineer at AUDOIR, an AI-assisted music creation software provider, recently explained how advanced AI technology can be used to create music. “Today’s…
The post Inside AUDOIR’s SAM, An AI Tool To Compose Songs appeared first on Analytics India Magazine.
‘Creative jobs are immune to AI invasion’ remains the old chestnut in most ‘future of jobs’ discussions. However, the advancements in technology, specifically AI, is proving otherwise. Wayne Ceng, Founder and Machine Learning Engineer at AUDOIR, an AI-assisted music creation software provider, recently explained how advanced AI technology can be used to create music. “Today’s…
The post Inside AUDOIR’s SAM, An AI Tool To Compose Songs appeared first on Analytics India Magazine.
Deep Learning is a subset of Machine learning. It was developed to have an architecture and functionality similar to that of a human brain.
The post Getting Started With Deep Learning Using TensorFlow Keras appeared first on Analytics India Magazine.
Recently, Microsoft Research and the University of Montreal introduced a new mathematical framework that uses measure theory and integral operators to model attention architectures in neural networks. According to the researchers, the framework is proposed to quantify the regularity; in other words, the amount of smoothness of the attention operation. The attention mechanism is the…
The post Microsoft Introduces Mathematical Framework To Tune Up Attention Architectures appeared first on Analytics India Magazine.
Recently, Microsoft Research and the University of Montreal introduced a new mathematical framework that uses measure theory and integral operators to model attention architectures in neural networks. According to the researchers, the framework is proposed to quantify the regularity; in other words, the amount of smoothness of the attention operation. The attention mechanism is the…
The post Microsoft Introduces Mathematical Framework To Tune Up Attention Architectures appeared first on Analytics India Magazine.
Perceptron is the first neural network to be created. It was designed by Frank Rosenblatt in 1957. Perceptron is a single layer neural network. This is the only neural network without any hidden layer. Perceptron is used in supervised learning generally for binary classification.
The post Hands-On Implementation Of Perceptron Algorithm in Python appeared first on Analytics India Magazine.
From predicting the weather by analysing cloud patterns in the Babylon era to using electric telegraph and telephone in the 1800s to analysing satellite imagery in the 20th century, the process of weather forecasting has evolved significantly over the years. And, now, in this digitised era, predicting weather and simulating long term climate trends is…
The post From Weather Forecasting To ‘Nowcasting’: How Google Is Using ML To Predict Precipitation appeared first on Analytics India Magazine.