Introduction to Big Data and AI TechnologiesLaajuus (5 op)

Osaamistavoitteet

After completion of the course, students will be able to:
• Evaluate the use and limitations of Big Data, AI, and their enabling technologies
• Complete basic data mining tasks with current tools, depending on discipline
• Use generative text models such as ChatGPT for academic and workplace tasks
• Communicate effectively with data science and AI experts
• Use appropriate visualizations to present data analyses

Sisältö

Course objectives:
• Recognize the evolution of tools and techniques fundamental to the current state of data science and artificial intelligence
• Understand the drivers, capabilities, and benefits of AI
• Exposure to current data mining tools
• Understand and use different types of visualization techniques
• Survey machine-learning techniques for predictive analytics
• Understand the fundamentals of neural networks and “deep learning”