Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to AI in Manufacturing
- Trends in smart manufacturing and Industry 4.0
- Overview of AI use cases in operations
- Key performance metrics and KPIs
Data Collection and Preparation
- Sources of manufacturing data (sensors, PLC, MES)
- Cleaning and formatting time-series data
- Using Pandas and Jupyter for preprocessing
Descriptive and Diagnostic Analytics
- Data exploration and visualization
- Correlation analysis and root cause identification
- Custom dashboards with Power BI
Machine Learning for Process Optimization
- Supervised and unsupervised learning
- Clustering for pattern discovery
- Regression and classification for prediction
AI for Predictive Maintenance and Quality
- Anomaly detection and predictive alerts
- Failure prediction models
- Improving product quality through model insights
Real-Time Analytics and Feedback Loops
- Streaming data and real-time processing
- Integrating with SCADA/MES systems
- Feedback for automatic process adjustments
Case Study and Capstone Project
- Hands-on analysis of real-world data sets
- Designing and validating an optimization model
- Final presentation of AI-driven improvement plan
Summary and Next Steps
Requirements
- An understanding of manufacturing processes or operations management
- Experience with data analysis or Excel-based reporting
- Basic familiarity with programming or scripting
Audience
- Process engineers
- Plant supervisors
- Lean Six Sigma professionals
21 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €6840 online delivery, based on a group of 2 delegates, €2160 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
Contact us for an exact quote and to hear our latest promotions
Public Training
Please see our public courses
