What is Artificial intelligence?

Artificial Intelligence (AI) is a field of computer science focused on developing methods for creating systems capable of performing tasks that require human cognitive functions, including pattern recognition, natural language processing, decision-making, and learning from data. AI is based on machine learning techniques, including supervised learning, unsupervised learning, and reinforcement learning, as well as deep neural networks. Model training involves working with training datasets, minimizing the loss function, and evaluating performance on test data.

Artificial intelligence (AI) is applied in tasks such as computer vision, text analysis, predictive analytics, anomaly detection, and generative modeling. Its implementation requires scalable computing resources, storage of large volumes of data, and high network throughput. As an engineering discipline, AI relies on mathematical statistics, linear algebra, and probability theory, as well as on model lifecycle management practices (including MLOps), covering the full pipeline from research and development to production deployment and monitoring.