Description
Duration:
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6 to 12 months (depending on full-time/part-time mode)
Eligibility:
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Bachelor’s degree in Engineering, Computer Science, IT, or related fields.
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Professionals with experience in manufacturing, automation, or data analytics may also apply.
Course Modules
1. Foundations of Machine Learning for Industry
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Introduction to ML in industrial applications
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Supervised vs. unsupervised learning
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Feature engineering for industrial datasets
2. Industrial Data Processing & IoT Integration
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Data collection from sensors and industrial IoT (IIoT)
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Data cleaning and preprocessing for manufacturing
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Time-series analysis for predictive maintenance
3. Predictive Maintenance & Quality Control
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Failure prediction models
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Anomaly detection in production lines
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Statistical process control (SPC) with ML
4. Automation & Robotics in Smart Manufacturing
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AI-driven robotics in assembly lines
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Reinforcement learning for process optimization
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Human-machine collaboration (Cobots)
5. Supply Chain & Inventory Optimization
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Demand forecasting using ML
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Warehouse automation and logistics AI
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Digital twin technology for supply chains
6. Industrial AI Deployment & Management
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ML model deployment in edge computing
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Scalability and real-time inference
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Ethical AI and regulatory compliance in industry
7. Business & Leadership in AI-Driven Industries
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ROI analysis for AI projects
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Change management for digital transformation
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Case studies of AI in automotive, pharma, and heavy industries
Learning Outcomes
By the end of this diploma, students will:
✔ Implement ML models for predictive maintenance and quality assurance.
✔ Analyze industrial datasets to optimize manufacturing processes.
✔ Manage AI projects in an industrial environment.
✔ Understand IoT and cloud platforms for smart factories.
Career Opportunities
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Industrial AI Engineer
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Predictive Maintenance Analyst
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Manufacturing Data Scientist
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Automation & Robotics Specialist
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Supply Chain AI Consultant
Certification & Assessment
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Hands-on projects with real-world datasets
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Case studies from leading industries
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Final capstone project + industry mentorship
Why Choose This Program?
✅ Industry-aligned curriculum with hands-on training
✅ Expert faculty from AI and manufacturing sectors
✅ Placement assistance with industrial partners
Enroll Now to Lead the AI Revolution in Industry!
