What are Different Platforms for Artificial Intelligence Development
What are Different Platforms for Artificial Intelligence Development? There are various platforms available for Artificial Intelligence (AI) development, ranging from open-source to commercial offerings. Below are some of the popular AI development platforms:
- TensorFlow: TensorFlow is an open-source platform developed by Google. It is widely used for machine learning and deep learning applications, and it supports various programming languages like Python, Java, and C++.
- PyTorch: PyTorch is an open-source platform developed by Facebook. It is a popular choice for building neural networks and deep learning models. It has a dynamic computational graph that allows developers to modify their models on the fly.
- Keras: Keras is a high-level API for building deep learning models. It is built on top of TensorFlow and can run on top of other backends like Theano and Microsoft Cognitive Toolkit.
- Microsoft Cognitive Toolkit (CNTK): CNTK is an open-source platform developed by Microsoft. It is a deep learning framework designed for building neural networks. It supports various programming languages like Python, C++, and C#.
- IBM Watson: IBM Watson is a commercial AI platform developed by IBM. It provides various AI services like chatbots, natural language processing, and image recognition. It supports multiple programming languages like Java, Python, and Node.js.
- Amazon Web Services (AWS) AI: AWS provides various AI services like Amazon SageMaker, Amazon Rekognition, and Amazon Lex. These services help developers to build and deploy AI applications quickly and easily.
- Google Cloud AI: Google Cloud AI provides various AI services like Google Cloud AutoML, Google Cloud Vision, and Google Cloud Speech-to-Text. These services help developers to build and deploy AI applications on the cloud.
- H2O.ai: H2O.ai is an open-source platform for building machine learning models. It supports various programming languages like Python, R, and Java.
- RapidMiner: RapidMiner is a commercial platform for building and deploying AI applications. It provides various AI services like predictive analytics, data mining, and machine learning. It supports programming languages like Python and R.
These are some of the popular AI development platforms available for developers. Developers can choose the platform based on their requirements and expertise in a particular programming language.
Category: Artificial Intelligence
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