Course Outline
Day 1: 09:00 - 16:00 (7h)
Foundations of Artificial Intelligence
- Defining AI, machine learning, and deep learning
- Learning paradigms: supervised, unsupervised, and reinforcement learning
- Distinguishing myths from reality regarding AI in industry
AI within the Landscape of Smart Manufacturing
- Defining what characterises a “smart” factory
- The function of AI in Industry 4.0 and industrial automation
- An overview of enabling technologies, including IoT, edge computing, and digital twins
Primary Applications in Manufacturing
- Predictive maintenance and ensuring equipment reliability
- Quality assurance and identifying anomalies
- Process optimisation and enhancing yield
The Data Lifecycle Explained
- Sensing and gathering industrial data
- Preparing data and addressing quality concerns
- Fundamental concepts in data-driven decision-making
Day 2: 09:00 - 16:00 (7h)
Planning and Strategy for AI Projects
- Pinpointing high-impact use cases
- Assembling the appropriate team and defining success metrics
- Addressing common challenges and mitigation strategies
Case Studies and Industry Applications
- Real-world examples spanning automotive, food, pharmaceutical, and heavy industries
- Insights gained from digital transformation journeys
- Key success factors and common pitfalls to avoid
Roadmap for Initiating Your Journey
- Steps for launching an AI initiative
- Technical considerations and vendor selection
- Scalability, ethical considerations, and workforce adaptation
Recap and Future Steps
Requirements
- Familiarity with fundamental industrial processes or plant operations
- A keen interest in digital transformation or innovation strategies
- Ease in discussing technology adoption
Target Audience
- Operations Managers
- Plant Executives
- Technical Leads
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (2)
All in general
Daniele Donzelli - ITT ITALIA S.r.l.
Course - CANoe for CAN Compact Training
PLC basic knowledge
