Artificial intelligence (AI) has become an integral part of our daily lives, from personalised recommendations on streaming services to voice assistants in our homes. But AI is not just limited to these consumer-facing applications; it is also revolutionising industries like healthcare, finance, and education. 

As the demand for AI solutions grows, so too does the number of online AI tools available to help developers, data scientists, and other professionals build and deploy AI-powered applications. In this article, we'll take a look at some of the top online AI tools for developers who want to harness the power of AI to build their next big projects.

TensorFlow

TensorFlow is an open-source software library for machine learning and artificial intelligence that was developed by Google. It is one of the most widely used and popular AI tools available, with a massive community of developers and researchers. TensorFlow provides a wide range of tools for building and training neural networks, including high-level APIs for building and training models quickly and efficiently.

Keras

Keras is another open-source software library for machine learning and artificial intelligence that was developed specifically for deep learning. Keras provides a simple, intuitive interface for building and training deep learning models, allowing developers to quickly prototype and iterate on their models. Keras is built on top of TensorFlow and can run on both CPUs and GPUs, making it a powerful tool for training complex models.

PyTorch

PyTorch is an open-source machine learning framework that was developed by Facebook's AI research team. PyTorch is known for its ease of use and flexibility, making it a popular choice for researchers and developers alike. PyTorch provides tools for building and training neural networks, as well as a range of other machine-learning tasks like natural language processing and image recognition.

Hugging Face

Hugging Face is an online AI tool that provides pre-trained models for a variety of natural language processing tasks, such as text classification and sentiment analysis. Hugging Face also provides tools for fine-tuning these models on custom datasets, making it easy for developers to create custom natural language processing models without starting from scratch.

OpenAI

OpenAI is a research organisation focused on advancing AI in a safe and beneficial way. They provide a range of online AI tools, including GPT-3, one of the most powerful language models available. GPT-3 can generate human-like text in a variety of styles and tones, making it a powerful tool for natural language generation tasks like chatbots and virtual assistants.

Google Cloud AI Platform

Google Cloud AI Platform is a suite of tools and services for building and deploying AI-powered applications on the Google Cloud platform. The platform provides tools for building custom machine learning models, as well as pre-built models for a variety of tasks like image and speech recognition. Google Cloud AI Platform also provides tools for managing and deploying models, making it easy to integrate AI into existing applications.

Microsoft Azure AI

Microsoft Azure AI is another cloud-based AI platform that provides a wide range of tools and services for building and deploying AI applications. The platform includes tools for building custom machine learning models, as well as pre-built models for tasks like sentiment analysis and speech recognition. Azure AI also provides tools for managing and deploying models, making it easy to integrate AI into existing applications.

Amazon SageMaker

Amazon SageMaker is a cloud-based machine learning platform that provides tools for building, training, and deploying machine learning models on the Amazon Web Services (AWS) platform. SageMaker provides a range of pre-built algorithms for tasks like image recognition and natural language processing, as well as tools for building custom models. SageMaker also provides tools for managing and deploying models, making it easy to integrate AI into existing applications.

IBM Watson

IBM Watson is an AI platform that provides a range of tools and services for building and deploying AI applications. Watson provides pre-built models for tasks like speech-to-text, language translation, and visual recognition, as well as tools for building custom models. Watson also provides tools for managing and deploying models, making it easy to integrate AI into existing applications.

AutoML

AutoML is an online AI tool that provides automated machine-learning capabilities. With AutoML, developers can automatically generate custom machine-learning models based on their data, without requiring extensive knowledge of machine-learning algorithms or techniques. AutoML is a powerful tool for quickly prototyping and testing machine learning models without the need for extensive manual configuration.

RapidAPI

RapidAPI is an online API marketplace that provides a wide range of APIs for machine learning and artificial intelligence. The marketplace includes APIs for tasks like sentiment analysis, face recognition, and text-to-speech conversion, as well as tools for building custom machine learning models. RapidAPI makes it easy to integrate AI capabilities into existing applications, with a wide range of APIs available for different use cases.

DataRobot

DataRobot is an automated machine-learning platform that provides tools for building and deploying machine-learning models at scale. DataRobot provides a range of pre-built models for tasks like time-series forecasting and fraud detection, as well as tools for building custom models. DataRobot also provides tools for managing and deploying models, making it easy to integrate AI into existing applications.

Algorithmia

Algorithmia is an online AI tool that provides a marketplace for machine learning algorithms. With Algorithmia, developers can easily find and deploy pre-built algorithms for tasks like image recognition and sentiment analysis, or upload their own custom algorithms for others to use. Algorithmia makes it easy to integrate machine learning capabilities into existing applications, without the need for extensive manual configuration.

BigML

BigML is an online machine-learning platform that provides tools for building and deploying machine-learning models at scale. BigML provides a range of pre-built models for tasks like predictive modelling and anomaly detection, as well as tools for building custom models. BigML also provides tools for managing and deploying models, making it easy to integrate AI into existing applications.

Clarifai

Clarifai is an online AI tool that provides pre-built models for visual recognition tasks like object detection and image classification. Clarifai also provides tools for training custom models on custom datasets, making it easy to create custom visual recognition models for specific use cases. Clarifai makes it easy to integrate AI capabilities into existing applications, with a wide range of pre-built models available for different use cases.