Distributed TensorFlow is a way of training TensorFlow models on multiple machines, possibly with multiple GPUs on each machine. This can be useful for a number of reasons: Training on multiple GPUs can significantly speed...
TensorFlow’s tf.keras.layers.Embedding layer is a layer that maps integer sequences to a higher-dimensional space, known as an embedding space. It is commonly used to learn a dense representation of words, called word embeddings, which are...
TensorFlow Debugger (tfdbg) is a tool for debugging TensorFlow programs. It allows you to pause the execution of your TensorFlow program, examine tensors and variables, and step through the code line by line one after...
TensorFlow is a machine learning framework which provides a wide range of APIs for building and training machine learning models. These APIs are divided into several categories: Low-level APIs: These APIs provide a low-level interface...
CNNs: Convolutional neural networks are a type of neural network that are particularly effective at image classification and object recognition tasks. They are called “convolutional” because they use a mathematical operation called convolution to process...
The Mandelbrot set is a famous mathematical concept that can be represented as a visual image. It is a set of complex numbers that satisfies certain conditions related to a mathematical function called the “Mandelbrot...
Django advantages and disadvantages: Pros: Cons: Overall, Django is a powerful and popular web framework that is well-suited for building complex, database-driven websites. It has a number of built-in features and tools that make it...
In Django, the model-template-view (MTV) architectural pattern is used to design web applications. This pattern is similar to the model-view-controller (MVC) pattern and is made up of the following components: As the acronym suggests, this...
In Django, a project is a collection of settings, files, and apps that make up a full web application. When you create a new Django project, it will have a specific layout and file structure....
Django is a Python-based and free open-source web framework. It is intended to assist developers in bringing applications from concept to completion as rapidly as feasible. Django’s architectural pattern is model-template-view (MTV). Some key features...