When cost overruns threaten project success, quick fixes won't solve the underlying problem. This Short Course was created to help data analysts accomplish systematic root cause identification and validation. By completing this course, you'll be able to apply proven analytical frameworks like the 5 Whys and Pareto analysis to uncover the true drivers behind operational issues, then compare different RCA techniques to select the most effective approach for your specific context.
By the end of this course, you will be able to:
Apply the 5 Whys and Pareto analysis to identify dominant cost drivers
Evaluate multiple RCA techniques to determine the most explanatory approach
This course is unique because it combines hands-on application of fundamental RCA tools with critical evaluation skills to help you choose the right technique for each situation.
To be successful in this course, you should have experience with basic data analysis and project management concepts.
Learners will apply the 5 Whys and Pareto analysis to identify dominant drivers of cost-overrun incidents and validate findings with data.
涵盖的内容
3个视频2篇阅读材料2个作业
显示有关单元内容的信息
3个视频•总计14分钟
Why Root Cause Analysis Matters in Data Analysis•3分钟
The 5 Whys Framework and Pareto Analysis Fundamentals•7分钟
Building Effective Pareto Charts for Cost Analysis•4分钟
2篇阅读材料•总计20分钟
Root Cause Analysis Methodology and Data Integration•10分钟
Applying 5 Whys and Pareto Analysis to a Cost Overrun Scenario•10分钟
Coursera brings together a diverse network of subject matter experts who have demonstrated their expertise through professional industry experience or strong academic backgrounds. These instructors design and teach courses that make practical, career-relevant skills accessible to learners worldwide.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.