Python and Machine Learning
This online seminar is aimed at Science and Engineering graduates. Its duration is 8 months and consists of four units:
1. Python Programming
2. Python & Data
3. Supervised Learning
4. Unsupervised Learning
The flow of the educational process consists of asynchronous study spanning over two weeks approximately, followed by a three-hour remote synchronous workshop (via Zoom). The workshops have strong interaction with active participation of all trainees. The attendance of the trainees in the workshops is mandatory.
The first introductory meeting will be held on Tuesday, October 24 2023, at 7 pm.
At the end of each unit, a mandatory programming assignment will be submitted.
You can view the detailed scheduling of the seminar at this link
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Στοχοι Βιωσιμης Αναπτυξης
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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
Ποσοστό έκπτωσης 20% / Percentage of discount 20%
Categories · Άνεργοι / Unemployed · 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 · Προσωπικό που εργάζεται στα ΑΕΙ, ΑΤΕΙ και Ερευνητικά Κέντρα της ημεδαπής / Staff working at universities, universities of applied sciences and research centres in Greece · Απόφοιτοι του ΠΚ / Graduates of UOC · Μεταπτυχιακοί φοιτητές / Postgraduate students · ΑμεΑ / disabled persons · 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 · Πολυτεκνία – Τριτεκνία (πολύτεκνος ή μέλος πολύτεκνης οικογένειας) / multiple parent or member of a large family · Γονείς που έχουν ανήλικα τέκνα με ειδικές ανάγκες / Parents who have minor children with special needs · Άτομα με ετήσιο εισόδημα κάτω από 12.000 ευρώ / People with an annual income of less than 12,000 euros · 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. · Εργαζόμενοι Πανεπιστημίου Κρήτης / Employees of the University of Crete - 2 Περιεχόμενο
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Trainers
Dimitrios Kalopsikakis
Lab Teaching Staff at University of Crete
Nikos Christakis
Researcher at University of Crete
Κοστος συμμετοχης
500 €
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Διδακτικές Ώρες
400
Έναρξη
16/11/2023
Διάρκεια
8 months
ECVET
16
Επιστ. Υπεύθυνος
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Πληροφορίες & εγγραφές
kedivim@uoc.gr