Stacked ensemble of 5 deep learning models for time series prediction. Using feed forward neural network as a meta learner -- 2
Budget: ₹12,500 – ₹37,500 INR
As someone tasked to develop an ensemble of deep learning models, I am currently in need of expert assistance to forecast time series data. The main source of data is a year's worth of information that will be leveraged to generate accurate predictions. Though the specific time series variables required for the job were not specified, previous experience in similar tasks may entail the use of data such as historical sales records, seasonal patterns, or even external factors affecting the data, such as holidays or promotions.
Ideal skills include:
- Proficiency in deep learning models
- Experience in time series forecast
- Competence in time series split based cross validation
The successful execution of this project relies greatly on these aforementioned skills. Understanding the intricacies within a year-long data set and how it could possibly influence future patterns are but a few of the expertise we're looking for. With your technical acumen and my guidance, we'll be able to bring this project to fruition.
Ideal skills include:
- Proficiency in deep learning models
- Experience in time series forecast
- Competence in time series split based cross validation
The successful execution of this project relies greatly on these aforementioned skills. Understanding the intricacies within a year-long data set and how it could possibly influence future patterns are but a few of the expertise we're looking for. With your technical acumen and my guidance, we'll be able to bring this project to fruition.