Artificial Intelligence

Python has become the dominant programming language in AI and machine learning. Its simplicity, readability and rich library of tools such as NumPy, pandas and scikit-learn make Python the ideal choice for AI developers. Its widespread community and support also make it easy to share knowledge and collaborate on AI projects.

TensorFlow, developed by Google, is one of the most widely used open-source frameworks for machine learning and deep learning. It allows developers to build and train machine learning models efficiently and scale them across platforms. Other popular frameworks include PyTorch, Keras, and Caffe, which provide different tools and features for different AI needs.

Multimodal models are another innovative area in AI that combines different types of data such as text, image, audio and video to achieve better results. These models can integrate and analyse information from different sources, opening up new possibilities for applications in areas such as autonomous vehicles, medical diagnostics and multimedia content.