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  • Author: S J

    This author has written 1561 articles
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    2. S J>
    3. Page 99

    CNTK – Recurrent Neural Network

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
    • Post comments:0 Comments

    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…

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    CNTK – Convolutional Neural Network

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
    • Post comments:0 Comments

    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…

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    CNTK – Monitoring the Model

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
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    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…

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    CNTK – Out-of-Memory Datasets

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
    • Post comments:0 Comments

    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…

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    CNTK – Regression Model

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
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    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,…

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    CNTK – Classification Model

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
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    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…

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    CNTK – Neural Network Regression

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Uncategorized
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    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…

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    CNTK – Neural Network Binary Classification

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
    • Post comments:0 Comments

    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…

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    CNTK – Neural Network Classification

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
    • Post comments:0 Comments

    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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    CNTK – Measuring Performance

    • Post author:S J
    • Post published:August 25, 2021
    • Post category:Microsoft Cognitive Toolkit(CNTK)
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    This chapter will explain how to measure the model performance in CNKT. Strategy to validate model performance After building a ML model, we used to train it using a set…

    Continue ReadingCNTK – Measuring Performance
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