📚 Syllabus & Course Curriculum
Data Science & Analytics
Module-by-module breakdown of Predictive Maintenance: Basics, from foundations to a certified capstone project.
Outline
What is Predictive Maintenance? • Types of Maintenance: Reactive, Preventive, and Predictive • Importance of Maintenance in Industry • Applications of Predictive Maintenance
Outline
Types of Machine and Sensor Data • Introduction to Condition Monitoring • Understanding Equipment Performance Data • Importance of Data Quality
Outline
Introduction to Failure Prediction • Identifying Patterns and Anomalies • Simple Data Analysis for Maintenance • Examples of Predictive Maintenance Use Cases
Outline
Advantages of Predictive Maintenance • Reducing Downtime and Costs • Challenges in Implementation • Limitations of Prediction Models
Outline
Predictive Maintenance in Manufacturing, Energy, and Transportation • Role of AI and IoT in Smart Maintenance • Career Opportunities in Industrial AI and Analytics • Mini Learning Activity / Concept-Based Practice
Earn government-registered certification in Predictive Maintenance: Basics
e-Certificate and e-Marksheet issued on successful completion.
