Theano – Installation
Theano can be installed on Windows, MacOS, and Linux. The installation in all the cases is trivial. Before you install Theano, you must install its dependencies. The following is the…
ITIL – Problem Management
In ITIL, Problem is defined as unknown cause of one or more incident. Problem Management ensures the identification of problems and performs Root Cause Analysis. It also ensures that recurring incidents are minimized…
Theano Tutorial
Theano is a Python library that lets you define mathematical expressions used in Machine Learning, optimize these expressions and evaluate those very efficiently by decisively using GPUs in critical areas.…
ITIL – Incident Management and Request Fulfillment
Overview Incident is defined as any disruption in IT service. Incident can be reported either through the Service Desk or through an interface from event management to incident management tools.…
ITIL – Event Management
Overview Event is defined as detectable occurrence that has significance for the delivery of IT service. Events are created by Configuration Item (CI) or the monitoring tools. Event Management ensures that…
CNTK – Recurrent Neural Network
Now, let us understand how to construct a Recurrent Neural Network (RNN) in CNTK. Introduction We learned how to classify images with a neural network, and it is one of…
ITIL – Service Operation Overview
Service operation ensures that services are being provided efficiently and effectively as per SLAs. It includes monitoring services, resolving incidents, fulfilling requests and carrying out operational tasks. Key Points Service…
ITIL – Service and Validation Testing
Overview It is necessary to actively maintain test environments to ensure that the deployed releases meet the customer’s expectations, and to verify that IT operations are able to support the…
CNTK – Convolutional Neural Network
In this chapter, let us study how to construct a Convolutional Neural Network (CNN) in CNTK. Introduction Convolutional neural networks (CNNs) are also made up of neurons, that have learnable…
ITIL – Release and Deployment Management
Release and Deployment Management includes planning, designing, building, testing and deploying new software and hardware components in the live environment. It is important to maintain the integrity of live environment by…
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