Resources and outputs

POSTER & FLYER

The project brochure and poster provide the most important information about the project’s partners, activities, and goals. Take a look!


THE 1ST DIGITAL PRESENTATION

The first digital presentation of the MACHINA summarizes the project’s main activities, the project goal, target group, and main outputs. For more details, please take a look at the first digital presentation.


THE 2nd DIGITAL PRESENTATION

During the second semester of the project, the MACHINA partners collected evidence on workplace requirements regarding ML skills. The project partners then defined six learning units based on analyzing the collected evidence and identifying each unit’s knowledge, skills, and competencies. For more details, please download the second digital presentation.


Registry of Machine Learning online job vacancies

USEFUL INSIGHTS ABOUT THE MOST REQUIRED CHARACTERISTICS FOR MACHINE LEARNING RELATED JOBS

The Registry lists online job vacancies by means of which organizations and enterprises from the 5 partnership countries (France, Germany, Italy, Greece, Romania) search for suitable candidates to fill Machine Learning related positions in different industries and economic sectors.

The database comprises 59 records. Please consult our registry on AirTable.

Please note that the positions listed in the table might not be vacant anymore. The purpose of this list is to analyse the most required characteristics of Machine Learning positions and thus to contribute to improving skills intelligence in the field and provide an open access source for all interested parties.


Registry of Machine Learning educational and training offerings

A PRACTICAL AND USER-FRIENDLY OVERVIEW OF THE AVAILABLE MACHINE LEARNING TRAININGS IN THE EU

The Registry lists existing formal (HE, VET) and non-formal (online courses, seminars) Machine Learning related training offerings, as identified by MACHINA partners. Its aim is to provide an overview of existing training programmes and educational initiatives focused on ML related skills.

The database comprises 55 records from the 5 partnership countries (France, Germany, Italy, Greece, Romania) and beyond.

Please consult our registry on AirTable.


Registry of Machine Learning practical applications

UNIQUE INSIGHTS FROM MACHINE LEARNING PRACTICAL APPLICATIONS IN DIFFERENT FIELDS

The Registry gathers actual Machine Learning (ML) applications/use cases in different industry settings (e.g., banking, health, retail, finance, public sector), to demonstrate the potential of this disruptive technology in making our lives better and more convenient.

 The database comprises 28 records. Please consult our registry on AirTable.


Report on Machine Learning (ML) learning outcomes

The report analyses the main evidence drawn from skills intelligence gathering activities and labour market investigation to define learning outcome that will make up the skeleton for the creation of a comprehensive VET curriculum on Machine Learning, to address the current and future technical and non-technical skill needs of ICT professionals.


Report with MACHINA curriculum structure

This report defines the structure and characteristics of the MACHINA VET curriculum on Machine Learning for ICT professionals. The MACHINA VET curriculum, referenced to the 5th EQF level, is organized around 6 learning units, which are further broken down into 27 lessons.


Methodology for the validation of the MACHINA learning outcomes

The methodology outlines the steps for the assessment, recognition and validation of the MACHINA learning outcomes, as acquired by learners in formal, non-formal and informal settings.


Package with educational resources in Machine Learning

A package of versatile educational resources to support the delivery of the MACHINA curriculum. The project’s training offering includes presentation slides, lecture notes, Questions and Answers, case studies, practical exercises and multiple-choice questionnaires.

Materials are available in EnglishFrenchGermanItalianRomanian and Greek.

Feel free to download materials, and start your learning journey in the exciting world of Machine Learning!