The course provides a comprehensive understanding of artificial intelligence with an emphasis on industrial practice while supporting the development of green skills for sustainable industrial operations. Skills in the design and implementation of key architectures are developed, including forward multilayer neural networks, convolutional networks and transformers.
o Application of artificial intelligence principles to specific industrial problems.
o Design and implementation of various neural network architectures.
o Working with large language models and data generators.
o Effective use of artificial intelligence models to solve tasks in industrial environments.
o Environmental impact of artificial intelligence utilization with the aim of its minimization.
o Developing green skills, resource efficiency based on optimization of algorithms and models to reduce energy consumption.
o Environmental awareness: opportunities to use artificial intelligence models to optimize processes and reduce the environmental impact of industrial operations.