About this Course

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Shareable Certificate
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100% online
Start instantly and learn at your own schedule.
Flexible deadlines
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Beginner Level
Approx. 9 hours to complete
English

Skills you will gain

Model Selection Validation ImprovementRegression AnalysisDemand Planning and ForecastingData Visualization (DataViz)Marketing Analytics
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Beginner Level
Approx. 9 hours to complete
English

Instructor

Offered by

Placeholder

Rutgers the State University of New Jersey

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

Welcome!

2 hours to complete
3 videos (Total 15 min), 2 readings, 2 quizzes
3 videos
Course overview5m
General principles of demand planning and forecasting5m
2 readings
Is this course right for me?20m
Four Pillars of Demand Planning Excellence30m
1 practice exercise
General principles30m
Week
2

Week 2

2 hours to complete

Predicting Trend

2 hours to complete
5 videos (Total 23 min), 3 readings, 3 quizzes
5 videos
Data collection, pre-processing and visualization2m
Data visualization screencast3m
Build and interpret a linear model8m
Build and interpret a linear model screencast2m
3 readings
Software selection and preparation20m
The visualization example10m
Build and interpret a linear model: example10m
1 practice exercise
Predicting trend20m
Week
3

Week 3

2 hours to complete

Predicting the Impact of Price and Other Environmental Factors

2 hours to complete
3 videos (Total 15 min), 1 reading, 3 quizzes
3 videos
Multiple regression for trend, price and other factors6m
Multiple regression screencast3m
1 reading
Multiple regression example10m
2 practice exercises
Model validation and improvement25m
Multiple regression15m
Week
4

Week 4

2 hours to complete

Predicting Seasonality

2 hours to complete
3 videos (Total 17 min), 2 readings, 2 quizzes
3 videos
Forecasting and testing4m
Forecasting and testing screencast4m
2 readings
Categorical variables example10m
Forecasting and testing example10m
1 practice exercise
Modeling and formatting categorical variables10m

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About the Supply Chain Analytics Specialization

Supply Chain Analytics

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