Big Data Mining & Machine Learning

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Physical System Deep Learning Complex Physics Functions Physical Functions Continuous Models Numerical Methods Known Physical Laws Simulations Scales

Big Data Analytics

Physical System

Physical system means that data and variables that are used to describe real world physical systems often take the form of complex physics functions with high dimensionality. Often continuous models are used to describe...

Deep Learning in Physics Data-Driven Inference Temporal Evolution Physical Functions Systems Long Short Term Memory Convolutional Neural Network Fluid Flow

Big Data Analytics

Deep Learning in Physics

Deep learning in Physics refers to the use of deep learning models with big data in context of physical functions or systems. Please refer to our article on describing a physical system for more...

Qubit Quantum Bit Quantum Computing Quantum Computer Superposition Entanglement Quantum Systems Electron Nucleus Calculations Decoherence Encryption States

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Qubit

Qubit or quantum bit refers to a key element in a new form of computing called quantum computing that is useful when processing big data. Please refer to our article on quantum computing for...

Quantum Computing Quantum Computer Qubit Quantum Bits Superposition Entanglement Quantum Systems Electron Nucleus Calculations Decoherence Encryption

Big Data Analytics

Quantum Computing

Quantum computing refers to a new form of computing that can be beneficial to process big data in general and within machine learning algorithms in particular. The key element of quantum computers are based...

Deep Learning AMI Amazon Machine Image Amazon Web Services Elastic Compute Cloud EC2 TensorFlow PyTorch MXNET CNTK Caffe Chainer Theano cuDNN CUDA Keras

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Deep Learning AMI

Deep Learning AMI is one specific type of an Amazon AMI that offers a pre-configured setup of known deep learning tools to be used with big data in Amazon Web Services (AWS) clouds. Deep...

Amazon AMI AWS EC2 Amazon Web Services Elastic Compute Cloud Amazon Machine Image Instance Deep Learning TensorFlow Keras PyTorch MXNet CNTK Chainer Caffe

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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...

Activation Function Neural Network Deep Learning Rectified Linear Unit ReLU tanh Sigmoid Nonlinear Activation Function Output Logistic Activation Function

Big Data Analysis

Activation Function

Activation function refers to specific function used in a neural network node that is used to compute the output of this node given a specific node input. Computing this function has more impact recently...

ReLU Neural Network Rectified Linear Unit Rectifier Activation Function Artificial Neural Networks Deep Learning Ramp Function Nonlinear Activation Function

Big Data Analysis

ReLU Neural Network

ReLU Neural Network is a well known phrase that stands for the Rectified Linear Unit (ReLU) activation function used more recently during the training of neural networks and deep learning networks used with big...

tanh hyperbolic tangent function activation function rescaled logistic sigmoid neural network deep learning nonlinear activation function non-linear

Big Data Analysis

tanh

Tanh stands for hyperbolic tangent function and it is often used as a non-linear activation function in machine learning algorithms when working with big data. The particular interesting property of this function is that...

GGPLOT2 Tutorial R Package Examples Graphics Line Plot Function Draw Graph Statistical Computing with R GGPLOT Axis Labels Figure Legend Lattice Tanh

Big Data Analysis

GGPLOT2 Tutorial

GGPLOT2 tutorial refers to this short tutorial on using the ggplot2 package of the statistical computing with R tool in order to create simple plots of functions. A wide variety of machine learning algorithms...