Purpose 

The purpose of the program is to provide an educational introduction to Machine Learning, starting from the basic prerequisite knowledge. Machine Learning is a highly demanded skill in the job market. The main goal of the program is to equip the learner with a solid foundation and a strong toolset for their professional development. This foundation includes acquiring basic skills such as computer programming and data preprocessing. The tools used to build these skills are the Python programming language and its scientific libraries, namely Numpy, Maplotlib, SciPy, and Pandas. 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. In Supervised Learning, algorithms are "trained" using data (input) for which their corresponding mappings to other data (output) are known, with the aim of predicting the outcomes of new, unknown data.

In Unsupervised Learning, algorithms are not "trained" but rather attempt to discover patterns or structures in data that are not explicitly linked to any specific conclusion.

Target group 

Graduates of Departments of Mathematics, Science or Engineering.

 Discount policy 

Categories

Ποσοστό έκπτωσης 20%

·         Άνεργοι / Unemployed

Yes

·         Νέοι ηλικίας έως και 30 ετών που είναι Κάτοχοι Ευρωπαϊκής Κάρτας Νέων / Young people up to 30 years old who are European Youth Card holders

Yes

·         Προσωπικό που εργάζεται στα ΑΕΙ, ΑΤΕΙ και Ερευνητικά Κέντρα της ημεδαπής / Staff working at universities, universities of applied sciences and research centres in Greece

Yes

·         Απόφοιτοι του ΠΚ /    Graduates of UOC

Yes

·         Μεταπτυχιακοί φοιτητές / Postgraduate students

Yes

·         ΑμεΑ / disabled persons

Yes

·         Γονείς μονογονεϊκών οικογενειών με ετήσιο εισόδημα  κάτω από 15.000 ευρώ / Parents of single-parent families with an annual income of less than 15,000 euros

Yes

·         Πολυτεκνία – Τριτεκνία (πολύτεκνος ή μέλος πολύτεκνης οικογένειας) / multiple parent or member of a large family

Yes

·         Γονείς που έχουν ανήλικα τέκνα με ειδικές ανάγκες / Parents who have minor children with special needs

Yes

·         Άτομα με ετήσιο εισόδημα κάτω από 12.000 ευρώ / People with an annual income of less than 12,000 euros

Yes

·         Συμμετοχή στον ίδιο κύκλο σπουδών δύο ή περισσοτέρων ατόμων που συνδέονται με πρώτου και δεύτερου βαθμού συγγένεια. / Participation in the same course of study by two or more persons related by first and second degree of kinship.

Yes

·         Εργαζόμενοι Πανεπιστημίου Κρήτης / Employees of the University of Crete

Yes