ESSENTIAL PYTHON TOOLS AND LIBRARIES FOR ARTIFICIAL INTELLIGENCE

Abstract

The subject of research in this work is the main Python tools and libraries for artificial intelligence, including TensorFlow, PyTorch, scikit-learn, Keras and Natural Language Toolkit. The purpose of the study is to analyze and study the main Python tools and libraries for artificial intelligence. In this work, observation methods and analytical research methods were used. The possibilities of using the Python library for artificial intelligence in practical implementation in the field of education are considered. Also, the possibilities of creating machine learning projects and deep neural networks using the TensorFlow and Keras libraries in Python are considered. As a result of the study, the advantages of the main Python tools and libraries for artificial intelligence were identified, an example code was created with the TensorFlow library, and scientific and methodological recommendations were given for their use. This article will be useful for developers, researchers, and educators who want to use Python to develop artificial intelligence applications.