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Time Series Forecasting (End-to-End project)
Multivariate Time Series
Introduction (6:44)
Softwares (1:07)
Proof-Of-Concept : Data Description and Data Visualization (8:47)
Proof-Of-Concept : Base Model and hyperparameter tuning using keras tuner (5:22)
Proof-Of-Concept : Best model CNN -LSTM : Training, validation , testing and Serialization (9:02)
Creation of the components of the dashboard using Panel (13:04)
Deploying the model using Plotly and Panel (5:33)
Creation of the api using FastAPI (5:37)
Load testing of API using Locust (5:45)
Ressources
Proof-Of-Concept : Best model CNN -LSTM : Training, validation , testing and Serialization
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