Business Analytics Using Forecasting
- Offered byFutureLearn
Business Analytics Using Forecasting at FutureLearn Overview
Business Analytics Using Forecasting
at FutureLearn
Duration | 6 weeks |
Total fee | ₹11,044 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Business Analytics Using Forecasting at FutureLearn Highlights
Business Analytics Using Forecasting
at FutureLearn
- Duration 6 weeks
- Weekly study 3 hours
- 100% online Learn at your own pace
Business Analytics Using Forecasting at FutureLearn Course details
Business Analytics Using Forecasting
at FutureLearn
Skills you will learn
More about this course
- Organisations currently collect a vast quantity of data about suppliers, clients, employees, citizens, transactions, and much more. However, many are unaware of the predictive power this "big data" has if analyzed correctly.
- On this course, you'll learn about forecasting using big data, exploring how it's used by business as an important component of decision making.
- You'll examine how to define a forecasting task and workflow. You'll understand how to evaluate forecasting performance, analyzing different forecasting methods. Ultimately, you'll be able to implement your own practical forecasting process.
Business Analytics Using Forecasting at FutureLearn Curriculum
Business Analytics Using Forecasting
at FutureLearn
Approaching forecasting
Introduction
Forecasting applications
Forecasting language & notation
Exploring time series data
Software
Data visualization
Data at time of prediction
Performance evaluation
Data partitioning
Naïve forecasts
Performance charts and metrics
Practical performance
Smoothing-based methods
Moving average
Differencing
Exponential smoothing
PIs, automation, and big data
Regression-based methods: Part 1
Regression for forecasting
Regression trend models
Regression trend and seasonality models
Regression-based methods: Part 2
Autocorrelation
AR and ARIMA Models
Forecasting and Big Data
Including external information
Conclusion
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