The Centre for Training and Lifelong Learning (K.E.DI.VI.M) of the University of Crete organises course with title: Python and Machine Learning
The official language of the seminar is English.
The programme will be implemented by synchronous & asynchronous distance learning.
Applications until: 23/09/2024
Purpose:
This program provides an educational introduction to Machine Learning, starting from the basic prerequisite knowledge. The main goal of the program is to equip the learner with a solid foundation and a strong toolset for their professional development. The first part of the program includes acquiring basic skills such as computer programming and data preprocessing. The tools used to build these skills is Python and its scientific ecosystem. Additionally, a solid mathematical background is also essential as it forms the basis for all Machine Learning Algorithms. In the second part of the program, the trainees become familiar with two fundamental axes of the field: Supervised Learning and Unsupervised Learning. The course contains heavily interactive online lab sessions, as well as regular programming assignments.
Target group: Graduates of Departments of Mathematics, Science or Engineering.
Participation fees: 500 € (two installments 1st: 250€ 1-15/10/2024, 2nd: 250€ 1-15/12/2024).
Discount policy: Percentage of discount 20%
Categories:
- Unemployed
- Young people up to 30 years old who are European Youth Card holders
- Staff working at universities, universities of applied sciences and research centres in Greece
- Graduates of UOC
- Postgraduate students
- Disabled persons
- Parents of single-parent families with an annual income of less than 15,000 euros
- Multiple parent or member of a large family
- Parents who have minor children with special needs
- People with an annual income of less than 12,000 euros
- Participation in the same course of study by two or more persons related by first and second degree of kinship.
- Employees of the University of Crete
Educational goals of the program:
- Python Programming.
- Data Processing with Python.
- Understanding and application of Supervised ML Algorithms.
- Understanding and application of Unsupervised ML Algorithms.
Teaching hours: 400
Released: October 1st, 2024
Duration: 8 months
ECVETS / ECTS: 16
Scientific Coordinator: D. Kalopsikakis
Cost: 500 €
Further information: https://kedivim.uoc.gr/index.php/en/programmata-2/old-courses/334-python-and-machine-learning-4