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Course Outline
Day 1: 09:00 - 16:00 (7h)
Fundamentals of Artificial Intelligence
- Defining AI, machine learning, and deep learning.
- Learning paradigms: supervised, unsupervised, and reinforcement.
- Debunking myths versus the realities of AI in industry.
AI within Smart Manufacturing
- Defining what constitutes a "smart" factory.
- The role of AI in Industry 4.0 and industrial automation.
- An overview of enabling technologies such as IoT, edge computing, and digital twins.
Major Manufacturing Applications
- Predictive maintenance and enhancing equipment reliability.
- Quality assurance and detecting anomalies.
- Process optimization and improving yield.
Navigating the Data Lifecycle
- Sensing and gathering industrial data.
- Data preparation and quality assessment.
- Foundational concepts in data-driven decision-making.
Day 2: 09:00 - 16:00 (7h)
AI Project Planning and Strategy
- Identifying high-impact use cases.
- Assembling the right team and defining success metrics.
- Addressing common challenges and mitigation strategies.
Case Studies and Industry Applications
- Real-world examples from automotive, food, pharmaceutical, and heavy industries.
- Insights gained from digital transformation journeys.
- Key success factors and common pitfalls to avoid.
Roadmap for Launching
- Steps to initiate an AI project.
- Technology considerations and selecting vendors.
- Scalability, ethical considerations, and workforce adaptation.
Recap and Future Steps
Requirements
- Familiarity with basic industrial processes or plant operations.
- Interest in digital transformation or innovation strategy.
- Confidence in discussing technology adoption.
Target Audience
- Operations managers.
- Plant executives.
- Technical leads.
14 Hours
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 3200 € + VAT*
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Testimonials (2)
All in general
Daniele Donzelli - ITT ITALIA S.r.l.
Course - CANoe for CAN Compact Training
PLC basic knowledge
