Planned return to school: last quarter of 2023
THE TRAINING PROGRAM:
SKILLS BLOCK 1:
ANALYSE NEEDS AND FORMULATE A TAILORED SOLUTION (211 HOURS)
TU – AI and feasibility (74 hours)
- Descriptive statistics (discrete and continuous)
- Statistical modelling
- AI & ML (fundamentals)
- AI Architectures (Frameworks)
TU –Business needs and AI (74 hours)
- Needs analysis
- Process mapping
- IT security & GDPR
- Data quality
- Risk analysis
TU – General Culture & Communication in French (33 hours)
- French General culture & expression
- French as a Foreign Language (FLE) oral
SKILLS BLOCK 2:
DESIGN AN AI SOLUTION (209 HOURS)
TU – Data Management and AI (89 hours)
- ETL vs ELT
- Data Management
- Workshop: Data integration
- Workshop: Data Cleansing/Data
- Preparation Data warehouses (Datamart)
- Workshop: Big Data – Datalake
TU – Machine Learning & Deep Learning (42 hours)
- Neural Networks and Reinforcement Learning
- Model parameters
- Deep Learning workshop
- Performance of learning models
TU – Performance & Deep Learning (48 hours)
- Data science and ML
- Data mining workshop
- Neural Network workshop (tensorflow)
- AI performance analysis workshop
SKILLS BLOCK 3:
PREPARE THE MAINTAINABILITY AND LAUNCH OF THE AI SOLUTION (256 HOURS)
TU – AI Solution & Launch (114 hours)
- Azure Cloud development and services
- Workshop: Develop and secure an Azure Cloud solution
- Create and launch your test environment
- Set up a CI/CD platform (metric test servers)
- Perform and analyse tests
- Launch the AI Azure big data architecture solution
- Information and documentation workshop
Microsoft AI-900 Certification: Fundamental principles of Microsoft Azure AI
TU – AI Solutions & IS Management (102 hours)
- IS Governance and Performance
- Business Process Architecture & IS Mapping (using a BPM tool)
- IS Performance: using ITIL, SLA, TLS approaches and more
- AI Solutions and best practices Workshop: Continuous improvement – Lean IT
- Responsible computing & CSR
CROSS-DISCIPLINARY SKILLS BLOCK:
INNOVATION & PROFESSIONAL DEVELOPMENT (35 HOURS)
TU – Innovation, Creativity & Professional Ethics (35 hours)
- Open Innovation Project
- Technology monitoring (Quantum Computing)
- Active Citizens
EXTRACURRICULAR PROFESSIONAL PATHWAY (5 HOURS)
- Advice & Explanations Professional portfolio (group)
- Professional portfolio (Individual follow-up)
- Oral presentation – Professional portfolio
SKILLS BLOCK 4:
AGILE IT PROJECT MANAGEMENT WITH STAKEHOLDERS (104 HOURS)
TU – Project management and Agile (62 hours)
- Workshop: Technical and functional specifications
- Project management (traditional approach)
- Workshop: Evolution of an AI – project breakdown and organisation
- Agile methods: the fundamentals
TU – Team Management and multicultural environment (42 hours)
- Intercultural Management
- Workshop: Information sharing and remote collaboration – teleworking
- Workshop: Manage a remote or teleworking multicultural team (motivation and resilience)
- Workshop: Accommodate disability in an AI project
- French speaking & expression (foreign language)