Type of course:
Digital learning, Lesson
Language:
EN
Workload:
2 hours
Proficiency:
Advanced
This nugget about Deep Learning modelling for demand forecast is developed by the team of Grenoble INP. Learning outcomes are: identify suitable methods & algorithms for data analysis of different tools, build performances analysis framework and propose suitable analysis based on data analytics methods
In the nugget, Deep Learning and Machine learning are explained. Concluded is that (Convolutional) Neural Networks are able to produce a good quality prediction.
Learning outcomes
- Identify suitable methods & algorithms for data analysis of different tools (logistic regression, NN, CNN)
- Build performances analysis framework (predictability, explicability, feasibility, interpretability)
- Propose suitable analysis based on data analytics methods
Course Content
Topics
Digital Transformation, Artificial Intelligence (AI)
Provided by
Content created in 2021
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