Big Data Mining & Machine Learning

Tagged: deep learning

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Big Data Analytics

Amazon AMI

Amazon AMI refers to an Amazon Machine Image (AMI) template that consists of specific software configurations including an operating system. An AMI template can be used to launch a machine image instance using Amazon...

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Big Data Analysis

Long Short Term Memory

Long Short Term Memory (LSTM) represents a specific architecture of a recurrent neural network (RNN) that works well with big data. It is perfectly suited to model temporal sequences and long-range dependencies thus outperforming...

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Big Data Analysis

Tensor Machine Learning

Tensor Machine Learning refers to a concept of using a multi-dimensional array when learning from big data in a specific way. More general information about a tensor can be found in our article What...

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Big Data Tools

Microsoft Cognitive Toolkit

The Microsoft Cognitive Toolkit is a powerful open source framework for training and using deep learning networks that work with big data. It was previously called and widely known as Computational Network Toolkit (CNTK)...

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Big Data Tools

Caffe Deep Learning

Caffe deep learning refers to a powerful open source tool that enables to train and use deep learning networks that are able to work with big data. The framework has been developed by the...

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Big Data Tools

Deep Learning Framework

Deep Learning Framework is a term that stands for a tool with functionality to create and use deep learning network architectures and that are able to work with big data. There are a wide...

What is Deep Learning Convolutional Neural Network Deep Belief Network Framework Big Data Tips Tools Analysis Analytics Algorithms Classification Clustering

Big Data Analysis

What is Deep Learning

What is deep learning refers to one of the most interesting questions asked today. The term Deep Learning is a new approach in machine learning that particularly benefits from big data. It can be...

Deep Learning vs Machine Learning Comparison Feature Learning Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression

Big Data Analysis

Deep Learning vs Machine Learning

Deep learning vs machine learning is an interesting comparison but quite easy to understand even if both take advantage of big data equally today. Traditional machine learning applied feature engineering before modeling but this...

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Big Data Analysis

Deep Learning Applications

Deep learning applications are present in a wide area of business as well as scientific domains and take advantage of big data today. Examples are from the domains of computer vision, automatic speech recognition,...

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Big Data Tools

Tensorflow Tool

Tensorflow is a powerful tool for deep learning and designed to work well with big data. The tool performs computation by using a data flow graph that can be used to create machine learning...