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when
5 September 2020
-
12 September 2020
12 September 2020
language
English
duration
1 week
credits
1 EC
fee
EUR 100
registration deadline
28 August 2020
Saint Petersburg, Russia
Brewing the Data
online coursewhen
5 September 2020
-
12 September 2020
language
English
duration
1 week
credits
1 EC
fee
EUR 100
Course in brief:
Learn how to take everything you can from your dataset and make it even better.
Content:
• Statistical properties of datasets that are good/bad for data-driven modelling
• Methods for data preprocessing, “cleaning” and anomalies detection
• Methods for unsupervised learning and pattern recognition
• Methods for synthetic data generation
Course leader
Anna Kaluyzhnaya, PhD, Associate Professor of ITMO University
Target group
Last year bachelor students, master students and young scientists
Course aim
To train advanced knowledge and skills in usage of well-known popular methods and design of own approaches for data preparation, correction, transformation, etc. in ML life cycle.
Fee info
EUR 100: Fee is for the whole school (two courses)