This comprehensive course delves into the fundamentals of computer networks, cloud computing for AI, and the pivotal role of big data in artificial intelligence (AI). Participants will explore network protocols, architecture, and management alongside cloud computing concepts and services, emphasizing major providers like AWS, Azure, and GCP. The curriculum extends to data management in the cloud, containerization, and orchestration for AI applications. AI model deployment, integration with network services, and strategies for multi-cloud and hybrid cloud deployment are covered. The course also introduces edge computing for AI applications. The big data segment covers data collection, storage, management, processing, and distributed computing. Machine learning and deep learning with big data, as well as real-time analytics and streaming analytics for big data, are explored. The course concludes with a review of existing big data applications, solutions, current research areas, and future trends.
- Duration / ECTS credits:5 weeks (6 ECTS)
- Places: 10
- Format: Online
- Language: Lithuanian
- Target: ICT graduates
- Price: Free of charge
- Dates and timetable: Starts in September 2025
- Contact: simona.ramanauskaite@vilniustech.lt