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Articles on Trending Technologies
Technical articles with clear explanations and examples
How to remove windows folder sharing using PowerShell?
To remove the windows folder sharing using PowerShell, we can use the Remove-Smbshare command. For example, PS C:\Temp> Remove-SmbShare -Name DSC Confirm Are you sure you want to perform this action? Performing operation 'Remove-Share' on Target '*, DSC'. [Y] Yes [A] Yes to All [N] No [L] No to All [S] Suspend [?] Help (default is "Y"):Once you use this command, it will ask for confirmation. To remove the sharing forcefully, use - Force parameter. For example, Remove-SmbShare -Name DSC -ForceTo remove the shared folder permissions on the remote computer, you need to use the CIM session.In the below example, ...
Read MoreHow to delete the specific node from the XML file using PowerShell?
To delete the specific XML node from the PowerShell, we can use the RemoveChild() method of the XML.For example, We have a sample XML file from Microsoft.https://docs.microsoft.com/en-us/previous-versions/windows/desktop/ms762271(v=vs.85)We have saved the above file into C:\Temp\SampleXml.XML and we need to delete the book node with attribute ‘bk102’ and for that, we will use the XPath method of the XML.Below commands will first search the XML book node with the book attribute ‘bk102’ and then we will delete it.$xml = [xml](Get-Content C:\Temp\SampleXML.xml) $node = $xml.SelectSingleNode("//book[@id='bk102']") $node.ParentNode.RemoveChild($node) | Out-Null $xml.Save('C:\Temp\SampleXML.xml')If you want to delete all the nodes which have the name “Book”, we can ...
Read MoreHow to add an attribute to the XML file using Powershell?
To add the attribute to the XML, we first need to add the Element and then we will add an attribute for it.Below is a sample of the XML file.Example Gambardella, Matthew XML Developer's Guide Computer 44.95 2000-10-01 An in-depth look at creating applications with XML. The below command will add the new element but the file won’t be saved. We will save the file after the attribute is added.$file = "C:\Temp\SampleXML.xml" $xmlfile = [xml](Get-Content $file) $newbookelement ...
Read MoreHow can TensorFlow be used with keras.Model to track the variables defined using sequential model?
Tensorflow can be used to create a model that tracks internal layers by creating a sequential model and using this model to call ‘tf.zeros’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. The intuition behind transfer learning for image classification is, if a model is trained on a large and general dataset, this model can be used to effectively serve as a generic model for the visual world. It ...
Read MoreHow can Tensorflow be used to implement custom layers?
Tensorflow can be used to implement custom layers by creating a class and defining a function to build the layers, and defining another function to call the matrix multiplication by passing the input to it.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. The intuition behind transfer learning for image classification is, if a model is trained on a large and general dataset, this model can be used to effectively ...
Read MoreHow can Tensorflow be used to get the variables in a layer?
Tensorflow can be used to get the variables in a layer by displaying the variables in the layer using ‘layer.Variables’, and then using ‘layer.kernel’, and ‘layer.bias’ to access these variables.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. The intuition behind transfer learning for image classification is, if a model is trained on a large and general dataset, this model can be used to effectively serve as a generic model ...
Read MoreHow can Tensorflow be used to confirm that the saved model can be reloaded, and would give same results?
Tensorflow can be used to confirm that the saved model can be reloaded by using the ‘load_model’ and using the ‘predict’ method. The reloaded model can be used predict the data.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. The intuition behind transfer learning for image classification is, if a model is trained on a large and general dataset, this model can be used to effectively serve as a generic ...
Read MoreHow can Tensorflow be used to export the model so that it can be used later?
Tensorflow can be used to export the model so that it can be used later by first saving the model using ‘save’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. The intuition behind transfer learning for image classification is, if a model is trained on a large and general dataset, this model can be used to effectively serve as a generic model for the visual world. It would have ...
Read MoreHow can TensorFlow be used to visualise the trade off between accuracy and training steps?
Tensorflow can be used to visualize the trade-off between accuracy and training steps using the ‘matplotlib’ library and ‘plot’ method to plot the data.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. The intuition behind transfer learning for image classification is, if a model is trained on a large and general dataset, this model can be used to effectively serve as a generic model for the visual world. It would ...
Read MoreHow can Tensorflow be used to run the classifier on a batch of images?
TensorFlow be used to run the classifier on a batch of images using the ‘classifier’ class, and ‘predict’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. The intuition behind transfer learning for image classification is, if a model is trained on a large and general dataset, this model can be used to effectively serve as a generic model for the visual world. It would have learned the feature maps, ...
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