Hosting Higher Education Institution: |
IPCA-Polytechnic of Cávado and Ave |
Institution website: |
https://2ai.ipca.pt/advanced-courses/data-analysis/ |
Country: |
Portugal |
Language: |
English |
Dates: |
Monday, 21 November, 2022 to Friday, 25 November, 2022 |
Registration fee: |
350€. The Fee includes all the necessary materials for the course, certificate of attendance, gala dinner and social programme. Non-refundable registration fees. |
Maximum number of participants: |
8 - 20 |
Deadline for applying: |
Sunday, 30 October, 2022 |
Accommodation: |
Accommodation not provided |
Contact person details: |
Daniel Miranda 2Ai - Applied Artificial Intelligence Laboratory IPCA - Instituto Politécnico do Cávado e do Ave Email: adcourses@ipca.pt |
The course aims at a set of objectives such as: sensitize participants about the importance of extracting knowledge from unstructured data, especially when the data volume is very large; provide knowledge of the main data analysis techniques using statistical software; formulate and solve problems, interpret results based on statistical tools, related to: forecasting models, reducing data complexity, classifying and grouping objects or variables; understand the concept of machine learning and select the most appropriate models for each problem and develop logical and deductive reasoning; increase critical spirit, develop analytical and creative ability.
The classes will be eminently theoretical-practical, privileging the exchange of ideas and discussion of the themes. A dataset will be used to work with the different data analysis techniques.
The evaluation will be carried out through the presentation of a technical report based on a dataset, which will address a number of challenges.
Registration
Please fill in the registration form. After submitting the registration, you will receive a first email with confirmation (within a 3-day period).
Accommodation
A list of possible hotels will be sent to all confirmed participants.