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PowerShell for Automating Administration - XML Configuration File
This video explains the XML configuration file that is used to configure the parameters and initial settings for our computer programs. This clip is from the chapter "Project Introduction" of the series "PowerShell for Automating...
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PowerShell for Automating Administration - Project Directory and File Structure
This video demonstrates the project directory and file structure that will help you give an upper hand in customizing the automation part as per your requirement. This clip is from the chapter "Project Introduction" of the series...
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PowerShell for Automating Administration - Introduction
This video provides an introduction to the project that you will be working on in this section. This clip is from the chapter "Project Introduction" of the series "PowerShell for Automating Administration".This section focuses on the...
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PowerShell for Automating Administration - Automation of Planned Service Restarts – Version 1
This is the first of the two-part video where you will work on a PowerShell script for a centralized solution to deal with restarting fixed services on multiple servers. This clip is from the chapter "Administering Planned Service...
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PowerShell for Automating Administration - Manage Windows Services Using PowerShell - 2
This is the second of the two-part video where you will learn the other commandlets such as Set-Service, Restart-Service, Start-Service, and Stop-Service. This clip is from the chapter "Administering Planned Service Restarts" of the...
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PowerShell for Automating Administration - Manage Windows Services Using PowerShell - 1
This is the first of the two-part video where you will learn the commandlet Get-Service that helps fetch the services. This clip is from the chapter "Administering Planned Service Restarts" of the series "PowerShell for Automating...
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PowerShell for Automating Administration - How to Hide Date Time Using PowerShell
This video will help you hide date and time in the taskbar using PowerShell in a Windows 11 machine. This clip is from the chapter "PowerShell Automation Concepts" of the series "PowerShell for Automating Administration".This section...
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PowerShell for Automating Administration - Software Installations with PowerShell – Part 1
This video explains PowerShell and helps you understand ways to install and download the applications/tools with the help of PowerShell. This clip is from the chapter "PowerShell to Install Software on Multiple Remote Computers" of the...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 2)
In this video, we will dive into action and look at codes for transfer learning without data augmentation. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 1)
In this video, we will dive into action and look at codes for transfer learning with data augmentation. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Large Datasets and Data Generators
In this video, you will learn how to work with large image datasets in TensorFlow and Keras with data generators. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Text Classification with CNNs
In this video, we will move into action and work on text classification with CNNs. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Improving CIFAR-10 Results
In this video, you will learn how to improve CIFAR-10 results using data augmentation and batch normalization. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Data Augmentation
In this video, you will learn about data augmentation. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will cover a...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for Fashion MNIST
In this video, we will start with implementing CNN with the fashion MNIST dataset. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Deep Learning - Convolutional Neural Networks with TensorFlow - What Is Convolution? (Part 3)
In this video, you will learn how to view convolution as matrix multiplication. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Deep Learning - Convolutional Neural Networks with TensorFlow - What Is Convolution? (Part 2)
In this video, we will look at a new perspective on convolution to understand how it works. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
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Deep Learning - Convolutional Neural Networks with TensorFlow - 2 Approaches to Transfer Learning
In this video, we will discuss the two approaches used for transfer learning, which we will use in the next videos. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Text Preprocessing
In this video, we will move into action and understand how to do text preprocessing using Colab notebook. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Suggestion Box
In this video, we will look at the suggestion box where we can add feedback for this course. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Batch Normalization
In this video, you will learn about batch normalization. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will cover a...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for CIFAR-10
In this video, we will work on image classification with the CIFAR-10 dataset. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Kafka for Developers - Data Contracts Using Schema Registry - Generating AVRO Classes Using Maven
In this video, we will code and generate AVRO classes using Maven. This clip is from the chapter "Coffee Shop Order Service Using AVRO - A Real-Time Use Case" of the series "Kafka for Developers - Data Contracts Using Schema Registry".In...
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Kafka for Developers - Data Contracts Using Schema Registry - Generating AVRO Classes Using Gradle
In this video, we will code and generate AVRO classes using Gradle. This clip is from the chapter "Coffee Shop Order Service Using AVRO - A Real-Time Use Case" of the series "Kafka for Developers - Data Contracts Using Schema...