Program Overview

M2 MIAGE | Parcours Ingénierie informatique des données (I2D)

The M2 MIAGE program, with a specialization in Ingénierie informatique des données (I2D), aims to provide students with the skills to meet the needs of companies in the field of massive and multiform data processing. The program focuses on all stages of the data exploitation cycle, including collection, formatting, organization, implementation, analysis, and correlation of data to support strategic business decisions.

Objectifs

The objective of the MIAGE - Ingénierie informatique des données (I2D) program is to provide specialization in responding to the needs of companies in the field of data processing. The program addresses all stages of the data exploitation cycle and also provides an in-depth understanding of digital marketing.

Compétences visées

The graduate of the MIAGE-I2D program is a professional in the field of Information Systems Engineering, capable of:

• Designing and developing applications to meet internal or customer needs
• Managing simple IT projects
• Integrating strategic, economic, and legal dimensions into needs analysis
• Organizing and exploiting data and knowledge for decision-making
• Selecting the most suitable big data solutions for problem-solving
• Designing application solutions adapted to digital marketing needs

Stages et projets encadrés

The program is organized over a two-year period, with alternating periods in the company, representing more than half of the total training time, through internships or professionalization periods under an apprenticeship or professionalization contract.

Enseignements

The detailed description of the course content can be found in the "Enseignements" section for the I2D program.

Semestre 3 M2 MIAGE Parcours type Ingénierie Informatique des Données (I2D)

• BCC 1: Design, analysis, and development of computer models for data management
  • Advanced data exploitation paradigms (8 credits)
    • Non-relational databases
    • Data analysis and mining
    • Classification and clustering
• BCC 2: Adaptation and management of material and software infrastructures in a contextualized environment
  • Database administration (3 credits)
    • Relational data management strategies
• Distributed programming (5 credits)
  • Component-based architecture and programming
  • Architectures for distributed data processing
• BCC 3: Analysis of an organization's situation to adapt and manage its information system
  • Management of organizational information systems (7 credits)
    • Organizational performance of companies
    • Information system security
    • Audit and quality of information systems
• BCC 4: Development of innovation, research, or entrepreneurship projects
  • Digital marketing (7 credits)
    • Operational serious game marketing
    • Digital marketing

Semestre 4 M2 MIAGE Parcours type Ingénierie Informatique des Données (I2D)

• BCC 5: Mobilization and production of highly specialized knowledge
  • Competitive intelligence (3 credits)
    • Strategic intelligence information systems engineering
• Computer engineering for reasoning (7 credits)
  • Knowledge modeling and reasoning
  • Text analysis and behavior recognition
  • Advanced data analysis and engineering techniques
• BCC 6: Conducting digital engineering projects
  • IT and management project management (5 credits)
    • Project management
• BCC 7: Contributing to transformation in a professional context
  • Professionalization (15 credits)
    • Professional immersion
    • Internationalization of productions

Admission

Admissions to the M2 MIAGE I2D program are based on applications, which are reviewed by a recruitment committee.

Candidatures

Application files are examined by a recruitment committee, and recruitment decisions are made based on the quality of the file and the satisfaction of the expected requirements.

Attendus

Recruitment decisions are formulated based on expected requirements, which include:

• Programming skills (imperative, object-oriented, algorithmic)
• Knowledge of computer architecture, database management, and statistics
• Understanding of business management, marketing, and accounting
• Fluency in French and English (level B2 or higher for non-native speakers)

Inscriptions administratives

Administrative registration can only be done if the application is accepted, and all conditions are met.

Pré-requis obligatoires

The following prerequisites are required:

• Programming skills (imperative, object-oriented, algorithmic)
• Knowledge of computer architecture, database management, and statistics
• Understanding of business management, marketing, and accounting
• Fluency in French and English (level B2 or higher for non-native speakers)

Pré-requis optionnels

Optional prerequisites include:

• Manipulation of computer tools (parameterization, installation, organization of files and folders)
• Good appetite for the world of management information (consultation of specialized sites and reviews in computer science and management information)
• Professional practice (respect for procedures and regulations, respect for deadlines, motivation and involvement, organization, autonomy)
• Professional certification(s) in project management

Informations pratiques

The program is taught in Marseille, and the teaching team consists of teacher-researchers from the Department of Management of Innovation and Digital (MIND).

Et aprčs ?

Graduates of the MIAGE-I2D program can pursue various careers, including:

• Project manager
• IT project manager
• Consultant
• Developer
• Business analyst
• Data scientist
• Data analyst
• IT architect
• Enterprise architect