Introduction to artificial intelligence and machine learning

The training introduces basic concepts and trends in the field of artificial intelligence and machine learning.

Following topics are included in this course:

  • History and milestones of artificial intelligence
  • Use and approaches of artificial intelligence
  • Controlled, unsupervised and supported machine learning
  • Neural network architecture and types of neural networks
  • Detailed description of operation
  • Specifics of deep learning
  • Data pre-processing and research
  • Use cases
  • Trends in AI

Target group:

  • All profiles

Learning objectives:

  • Learn about artificial intelligence and machine learning technologies and trends in the field
  • Understand the differences between machine learning technologies in order to choose the right one for use case
  • Learn about neural networks and how they learn
  • Understand Deep Learning
  • Understand the possibilities of using the mentioned technologies
Difficulty:
Type:LectureDemonstration
Status:Closing date exceeded
Duration:1 Day
Tutor:Urban Sedlar, Matej Kren
Location: Fakulteta za elektrotehniko
Tržaška 25
1000 Ljubljana
Fees:470+DDV
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Status: Closing date exceeded

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