ITIL – Service Assets and Configuration Management
Overview of Assets Asset is something that has financial value with a depreciation rate attached to it. It has a cost and organization uses it for its asset value calculation. It…
ITIL – Change Management
Introduction Change in IT service refers to commissioning, decommissioning or upgradation of configuration of servers. All changes are required to be implemented with minimum disruption of IT services. Change Management process…
CNTK – Monitoring the Model
In this chapter, we will understand how to monitor a model in CNTK. Introduction In previous sections, we have done some validation on our NN models. But, is it also…
CNTK – Out-of-Memory Datasets
In this chapter, how to measure performance of out-of-memory datasets will be explained. In previous sections, we have discussed about various methods to validate the performance of our NN, but…
CNTK – Regression Model
Here, we will study about measuring performance with regards to a regression model. Basics of validating a regression model As we know that regression models are different than classification models,…
CNTK – Classification Model
This chapter will help you to understand how to measure performance of classification model in CNTK. Let us begin with confusion matrix. Confusion matrix Confusion matrix - a table with…
ITIL – Project Management
Transition Planning and support (Project management) deals with planning the resources to deploy major release within predicted cost, time and quality estimates. Project manager is the process owner of this process.…
CNTK – Neural Network Regression
The chapter will help you understand the neural network regression with regards to CNTK. Introduction As we know that, in order to predict a numeric value from one or more…
CNTK – Neural Network Binary Classification
Let us understand, what is neural network binary classification using CNTK, in this chapter. Binary classification using NN is like multi-class classification, the only thing is that there are just…
CNTK – Neural Network Classification
In this chapter, we will study how to classify neural network by using CNTK. Introduction Classification may be defined as the process to predict categorial output labels or responses for…
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