Advanced Skill Certificate in Machine Learning for Industrial IoT
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- Industrial IoT (IIoT) Fundamentals and Architectures
- Data Acquisition and Preprocessing for Machine Learning in IIoT
- Time Series Analysis and Forecasting for Industrial Applications
- Machine Learning Algorithms for Predictive Maintenance
- Anomaly Detection in IIoT using Unsupervised Learning
- Cloud Platforms and Deployment for IIoT Machine Learning Models
- Model Evaluation and Optimization Techniques
- Security and Privacy in IIoT Machine Learning Systems
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Career Role Description Machine Learning Engineer (Industrial IoT) Develops and implements machine learning algorithms for Industrial IoT applications, focusing on predictive maintenance and anomaly detection.
Requires strong programming and data analysis skills.
Data Scientist (IIoT) Extracts insights from IIoT data using advanced machine learning techniques.
Focuses on building predictive models and providing actionable business recommendations.
Strong statistical knowledge is essential.
AI/ML Specialist (Manufacturing) Applies artificial intelligence and machine learning solutions to optimize manufacturing processes within the Industrial IoT ecosystem.
Experience with sensor data analysis and process automation is crucial.
EntryRequirements
- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- OpenEnrollmentStartAnytime
- TwoThreeHoursPerWeek
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