Business Analytics Using Forecasting
Posted 5 years 9 months ago by National Tsing Hua University (NTHU)
Learn how to use data to create powerful business forecasts
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 anaylsed 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, analysing different forecasting methods. Ultimately, you’ll be able to implement your own practical forecasting process.
This course is for anyone who wants to understand how big data can help their business or organisation’s decision-making process. You will need to be familiar with basic statistical methods, including linear regression, as well as have basic knowledge of Excel and R software.
This course is for anyone who wants to understand how big data can help their business or organisation’s decision-making process. You will need to be familiar with basic statistical methods, including linear regression, as well as have basic knowledge of Excel and R software.
- Describe business challenges and opportunities that call for forecasting
- Evaluate performance of a forecasting solution
- Apply and be familiar with popular forecasting methods
- Explore, identify and model different types of patterns in time series
- Develop a forecasting solution using forecasting methods