Training/Evaluation of Machine Learning models
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About this service
Summary
I offer to train a Machine Learning or Deep Learning model and evaluate its performance and write code for inference.
The training part covers testing multiple features and models and selecting the best one based on the evalution metrics.
The inference part consists of a code snippet to load a .pkl file of the model and run inference on a batch of data.
What's included
Model pickle
A .pkl file of the final model (+data pipeline)
Source code
Training, validation and inference code.
Experiment track
List of all experiments done and their results, ex: feature selection, model selection etc ...
Skills and tools
Data Scientist
Data Engineer
Jupyter Notebook
pandas
Python
PyTorch
scikit-learn
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