Graduate Specialisation Program in Machine Learning and Data AnalysisUniversidade de Aveiro
About this program
Graduate Specialisation Program in Machine Learning and Data Analysis
The Machine Learning and Data Analysis Specialization course will allow students to understand the concept of data, in its different forms, and to understand and know how to deal with the common challenges associated with real data. It will give practical skills in data collection, preparation, processing and analysis and machine learning, using current tools based on Python and R languages.
At the end of the specialization course, the student should:
- Understand the data science pipeline, methods, challenges and goals;
- Know and apply techniques for cleaning and preparing data;
- Know and know how to use visualizations and other forms of exploratory data analysis;
- Know how to apply and interpret the results of data analysis methodologies;
- Know how to use and develop Python and R programs to model and analyze data with different characteristics, namely multivariate data and time series;
- Know the basic concepts and techniques of machine learning, namely machine learning and deep learning;
- Know how to implement machine learning algorithms using specialized libraries and frameworks;
- Know how to compare, discuss and interpret the results of algorithms and/or machine learning models.
For more information about admission requirements, please visit the university website
Does this course require proof of English proficiency?
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- Multivariant Statistics
- Foundations of Machine Learning
- Foundations of Data Science
- Time Series
- Complements of Machine Learning
Scholarships & funding
Several scholarship options are available. Please visit the university website for more information.
- Tuition fees 2022/2023: 500€/year
- International tuition fees 2022/2023: 2750€ /year
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About this institute
Universidade de Aveiro
Join an international community with people from 96 countries, studying, researching and living together in one of the cities with best quality of life in Portugal. Universidade de Aveiro is globally recognized by the quality of its teaching and researching...
Why study at Universidade de Aveiro
Why is Universidade de Aveiro the your next best step?
- Teaching and research experiences of excellence: here in Aveiro, you will find some of the best teachers, known internationally for their field work, investigation methods and results and 20 research centers evaluated with incredible remark.
- Intercultural environment: in a universe of over 90 nationalities, you can expect to see, feel and live cultures from all around the globe. Besides all the Intercultural events (more than 80 in 2019), you can count on a team fully dedicated to help you in any matters related to your studies and living abroad circumstances.
- Learn for the future: it is a modern university, with excellent infrastructures to learn and to start developing your career today. The university’s interdisciplinary atmosphere is crucial for the growth of critical knowledge and to develop towards society.
- Academic support: Universidade de Aveiro offers to its international students’ programs that allow them to get familiar with Portuguese language or level their knowledge on core subjects like Mathematics.
- International cooperation and mobility: While studying in Aveiro, you can take advantage of numerous mobility programs that will take your education experience to a whole different level, while living in a new country, meeting new people and learning new skills. Universidade de Aveiro also has cooperation agreements with hundreds of international institutions.
- Young and vibrant city: A medium sized city, with a low cost of life, capable of combining both amazing natural places, such as beaches, mountains and rivers and, at the same time, renowned innovation & tech events, projects and centers.
Universidade de Aveiro
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