About Summer School
Lviv Data Science Summer School is an educational initiative of the Faculty of Applied Sciences of the Ukrainian Catholic University. The Summer School participants – undergraduates, Ph.D. students, young professionals – study state-of-the-art methods and tools of Data Science, and Machine Learning. The school is oriented towards the intermediate level of participants’ knowledge. The dates of the school in 2021 are July 19th – 30th. List of lectures you can find on Youtube.Study program
The goal of the Summer School is to give practice-oriented knowledge in the field of Data Science. The students are involved in several elective practice-oriented courses in the domains of Computer Vision, Natural Language Processing, Healthcare, Social Network Analysis, Urban Data Science, etc. The participants can gain from 1 to 6 ECTS credits after the School completion. Some courses will include assignments, each of which allows to get 1 ECTS credit. Assignments are provided by teachers. Also, each assignment has a specific deadline.List of courses
- Keynote: The crossroads of AI fairness accountability and transparency in the industry, healthcare, education, and government
- Deep Learning in Neuroscience
- Unraveling the machinery of life: computational challenges in structural bioinformatics
- Introduction to Natural Language Generation
- Practical aspects of causal inference
- Introduction to Deep Reinforcement Learning
- Using Neural Networks for Modeling and Representing Natural Language
- Recommender Systems: the Fundamentals, 1 ECTC
- Game Theory and Applications, 1 ECTC
- ML for Financial Data Structures, 1 ECTC
- How to tell a Stairway to heaven from a Highway to hell: working with music as a data scientist, 1 ECTC
- Machine Learning specificities in Healthcare, 1 ECTC
- Customer Analytics, 1 ECTC