ai model Archives | PodTech IO

TensorFlow Versus PyTorch

TensorFlow and PyTorch are two of the most popular deep learning frameworks that are widely used by researchers and practitioners to build, train, and deploy deep learning models. Both of these frameworks have their own strengths and weaknesses, and choosing the right one depends on your specific needs and preferences. Here are some differences between […]

10 Pros And 10 Cons Of PyTorch

PyTorch, as a machine learning framework, also have its advantages and disadvantages when critically examined, here are some; Pros of PyTorch Easy to use: PyTorch has a simple and intuitive syntax, making it easy to learn and use. Dynamic computation graph: PyTorch uses a dynamic computation graph, which allows users to change the graph on […]

What Is PyTorch And How Does It Work?

PyTorch is a powerful and flexible open-source machine learning framework that allows users to build and train deep neural networks. It is based on the Torch library and uses a dynamic computational graph, which means that the graph is built on the fly during the execution of the program. Here’s how PyTorch works: Tensors: PyTorch […]

10 Pros and 10 Cons of TensorFlow

TensorFlow is known as an open-source software library for building artificial intelligence (AI) applications. However, there are tradeoffs and setbacks that should be considered when opting for TensorFlow, here are some; Pros of TensorFlow Open-Source: TensorFlow is an open-source software library, which means that it is freely available to anyone who wants to use it. […]

What Is TensorFlow And How Does It Work?

TensorFlow is an open-source software library developed by Google Brain Team for numerical computation and large-scale machine learning applications. It is based on a data flow graph architecture that allows users to build and train machine learning models for various tasks. Here’s how TensorFlow works: Data Preparation: The first step is to prepare the data […]

10 Popular AI Frameworks And Libraries

There are several popular AI frameworks and libraries available today that are used for various tasks in artificial intelligence and machine learning. Some of the most commonly used AI frameworks and libraries are: TensorFlow: TensorFlow is an open-source machine learning framework developed by Google. It is widely used for creating and training deep learning models […]

HPE Launches New ML System for AI Development and Model Training

Hewlett Packard Enterprise (HPE) has just announced the launch of its new HPE Machine Learning Development System, a solution that integrates machine learning software platforms, compute, accelerators, and networking to develop and train more accurate AI models faster, and at scale. The new HPE Machine Learning Development System is built through the combination of HPE’s […]