What is the process of exporting a TensorFlow model for future use?
Wednesday, 02 August 2023
by EITCA Academy
The process of exporting a TensorFlow model for future use involves several steps that ensure the model can be easily deployed and utilized in various applications. TensorFlow is an open-source machine learning framework developed by Google, renowned for its flexibility and scalability. Exporting a TensorFlow model allows for portability and enables the model to be
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Advancing in Machine Learning, Scaling up Keras with estimators, Examination review
Tagged under:
Artificial Intelligence, Deep Learning, Exporting Models, Machine Learning, SavedModel, TensorFlow
How can you export a scikit-learn model using the joblib library from sklearn.externals?
Wednesday, 02 August 2023
by EITCA Academy
To export a scikit-learn model using the joblib library from sklearn.externals, you can follow a few simple steps. Scikit-learn is a popular machine learning library in Python that provides efficient tools for data analysis and modeling. Joblib, on the other hand, is a library that allows for efficient serialization of Python objects, including scikit-learn models.
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Advancing in Machine Learning, Scikit-learn models at scale, Examination review
Tagged under:
Artificial Intelligence, Exporting Models, Joblib, Machine Learning, Python, Scikit-learn