For prediction of displacement of base isolated structure, which software should I use?
Shafagat Mahmudova
Dear Nishant Sonar ,
Popular sources for Machine Learning datasets
Kaggle Datasets. ...
UCI Machine Learning Repository. ...
Datasets via AWS. ...
Google's Dataset Search Engine. ...
Microsoft Datasets. ...
Awesome Public Dataset Collection. ...
Government Datasets. ...
Computer Vision Datasets.
https://www.javatpoint.com/how-to-get-datasets-for-machine-learning
Regards,
Shafagat
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Sulaf Waiss
Data Collection: Gather historical displacement data and relevant parameters. Data Preprocessing: Clean, handle missing values, and scale data. Feature Engineering: Create useful features from the data. Data Splitting: Divide data into training, validation, and test sets. Select Algorithm: Choose a machine learning algorithm (e.g., regression, decision trees). Model Training: Train the chosen model on the training data. Model Evaluation: Assess model performance on the test set using appropriate metrics. Software for Prediction: Use Python libraries (scikit-learn, TensorFlow) for modeling. Consider structural analysis software if needed (SAP2000, ETABS). Model Deployment: Deploy the model for real-time predictions. Continuous Improvement: Monitor and update the model as needed with new data.
Obtaining Data for Predicting Base Isolated Structure Displacement:
Remember, quality data and iterative refinement are key to success.
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