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Abstrait: In this article we would like to present a guide for building a neural network to classify a CIFAR10 dataset using the ResNet50 architecture. the final test led to an accuracy of 91%. Introduction: Deep learning is one of the breakthroughs in artificial intelligence and it has made room…

Regularization helps to overcoming a problem of overfitting a model.Overfitting is the concept of balancing of bias and variance. If it is overfitting , model will have less accuracy.When our model tries to learn more property from data, then noise from the training data is added.Here …

Optimization is one of the most important Machine Learning subfields. With the rise of data and layers in the DNNs (deep neural networks) the time that our model spends converging has started to increase as a consequence. For that reason, many optimization techniques have become popular Feature Scaling: When we use (DG)…

What is IoT? IoT, is that an object can be sensed or controlled remotely across the existing network infrastructure that enables direct integration of the physical world into computer-based systems, which, in turn, improves their efficiency and accuracy and reduces human intervention. Consumer and Commercial IoT Devices: IoT can be categorized into two different use cases, consumer and…

In this opportunity, our focus will be on what happens when you type holbertonschool.com in your browser and press enter. I invite you to get comfortable and ready to learn what’s going on under the hood when you request an URL. First to cover is what is called as the…

This post is specially focused for our grandparents and all those who have had to live and be part of this new technological era. Even though some years ago it was totally different, and this echoes that they also adapt but costing them much more. Maybe at some point, they…

Introduction Python handles everything through objects. An object’s mutability is determined by its type. Some of these objects, like lists and dictionaries, are mutable. Other objects such as integers, floats, chains, and tuples are objects that cannot change their content without changing their identity. Id and Type id() : this function accepts a single…