IIT Kharagpur - Safety and Risk Analytics

Offered byNPTEL

Safety and Risk Analytics
at
NPTEL
Overview

Gain a comprehensive overview of the Safety and Risk Analytics principles and concepts

Duration	12 weeks
Mode of learning	Online
Credential	Certificate

Safety and Risk Analytics
at
NPTEL
Highlights

Earn a certificate of completion from IIT Kharagpur

Safety and Risk Analytics
at
NPTEL
Course details

Skills you will learn

Data mining Data Modeling Statistics Data visualization

Who should do this course?

For all Engineering, Science, and Management Students

More about this course

The objective of this course is to impart students of both UG and PG levels, working professionals, and industry practioners with a holistic view of safety and risk analytics applied to systems life cycle through advanced analytics and reporting techniques and technologies
Upon completion of this course, the students will know (i) types, sources and characteristics of safety data and their integration for organization-wide safety centric data model, (ii) safety data visualization and exploration, (iii) safety performance evaluation and monitoring, (iv) safety predictive models, (v) behavioral safety analytics, (vi) injury epidemiology, and (vii) safety related decision making
The concepts, methodologies, mathematics, techniques and algorithms needed for this course are drawn from engineering approaches, statistics, machine learning and data mining
The primary focuses of this course is learn from data, predict the future and take data driven decision making

Safety and Risk Analytics
at
NPTEL
Curriculum

Week 1: Basics of safety and risk

Week 2: Creation of safety database

Week 3: Safety data quality assessment and preprocessing

Week 4: Descriptive safety analytics

Week 5: Safety performance evaluation and monitoring

Week 6: Analysis of Safety Reports and Narratives

Week 7: Risk quantification

Week 8: Predictive safety analytics

Week 9: Predictive risk analytics

Week 10: Predictive risk analytics

Week 11: Prescriptive safety analytics (contd.)

Week 12: Behavioral safety analytics and injury epidemiology

Safety and Risk Analytics
at
NPTEL
Faculty details

Jhareswar Maiti

Prof. Jhareswar Maiti, PhD, Professor, Department of Industrial & Systems Engineering, Indian Institute of Technology (IIT), Kharagpur has more than fifteen years of teaching, research and consulting experience on Safety Analytics, Quality Analytics and Engineering Ergonomics.