As you know, availability and performance are important, but it's also important to ensure security of the implemented solution. In this video, you will explore the AWS best practices for secure design.

For years, we have had operations management software solutions in internal enterprise networks. AWS offers the same using OpsWorks and this video explores the features and capabilities of this solution.

In this video, we will share some valuable tips and tricks for creating accurate and professional architectural drawings, including best practices for drafting, annotation, dimensioning, and other important considerations in...

In this video, we will cover the creation and management of layers in AutoCAD 2D, which are essential for organizing and controlling the visibility of objects in the drawing. You will learn how to create layers, assign properties such as...

In this video, we will explore the concept of layers and blocks in AutoCAD 2D, which are essential for organizing and managing your drawings. You will learn how to create and manage layers, set layer properties, and work with blocks for...

Dive into the world of 3D printing where everyday objects are transformed in minutes! Follow Stéphane as he repairs his backpack with a newly printed clip, showcasing the ease and versatility of 3D technology. From custom-designed...

In this video, you will learn about forward propagation as it is related to neural networks.
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This clip is from the chapter "Feedforward Artificial Neural Networks" of the series "Deep Learning - Artificial Neural Networks...

In this video, you will learn how to save a model and then load it later.
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This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this...

In this video, you will learn how to write a deep neural network.
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This clip is from the chapter "Creating Deep Neural Networks in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this...

In this video, you will learn how to build your first neural network.
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This clip is from the chapter "Creating Deep Neural Networks in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In...

In this video, we will get introduced to the concept of transfer learning.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In...

In this video, you will learn how to improve CIFAR-10 results using data augmentation and batch normalization.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional...

In this video, we will look at the code preparation we will use for CNN and understand it.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...

In this video, we will understand the CNN architecture.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we...

In this video, we will discuss the two approaches used for transfer learning, which we will use in the next videos.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning -...

In this video, we will understand VGG, ResNet, Inception, and MobileNet.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In...

In this video, you will learn about batch normalization.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we...

This video demonstrates how to import step by step the four main libraries required for our project, including TensorFlow NumPy, Keras, and Pickle, and you will learn about importing Sequential and Model.
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This clip is from...

In this lecture, you will learn to develop our model and create a query tower to perform retrieval tasks.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems: An...

In this video, after training and testing the data, querying the questions, and obtaining responses, we are now at model completion with compiling the questions and responses to check for accuracy.
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This clip is from the...

In this video, we will evaluate the Clean Architecture used in the e-commerce application. We will assess its strengths and weaknesses, considering factors such as scalability, maintainability, and flexibility. We will discuss...

In this video, we will conduct a code review of a demo e-commerce application implemented using Clean Architecture. We will examine the codebase, identify any violations of Clean Architecture principles, and suggest improvements to...

In this video, we will apply Clean Architecture principles to design the architecture of an e-commerce application. We will define the layers and their interactions, ensuring a clean separation of concerns and adherence to the...

In this video, we will address the problem of highly coupling dependent layers in the layered architecture. We will explore the challenges and consequences of tight coupling between layers and discuss strategies for reducing coupling...