PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
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Oct 28, 2024 - Jupyter Notebook
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ml-workflow
Here are 8 public repositories matching this topic...
Build an ML workflow using AWS Lambda and AWS step functions
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Apr 20, 2023 - Jupyter Notebook
Predicting price housing using a small data set. A project to understand the whole ML workflow.
etl scikit-learn cross-validation pipelines confidence-intervals data-cleaning correlations gridsearchcv data-visualizat ml-workflow stratifiedshufflesplit
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Aug 30, 2022 - Jupyter Notebook
The project aims at understanding the pattern of the data and predicting customers who are going to churn based on multiple variables to help the company in retaining their existing customers.
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Jan 9, 2023 - Jupyter Notebook
Classify the cell embryo development stages of the Drosophila Melanogaster. Created by Noah Rizika, aiming to expedite research conducted by Bing He, Ph.D.
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Nov 19, 2023 - Jupyter Notebook
ML Workflow for a company called Scones Unlimited. Image classification model that can automatically detect which kind of vehicle delivery drivers have, in order to route them to the correct loading bay and orders.
aws-lambda jupyter-notebook image-classification udacity-machine-learning-nanodegree aws-step-functions sagemaker sagemaker-deployment sagemaker-studio ml-workflow
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Aug 8, 2024 - Jupyter Notebook
This project is based on the case study of a telecommunication company, which is facing a customer churn issue. The project aims at understanding the pattern of the data and predicting customers who are going to churn based on multiple variables to help the company in retaining their existing customers.
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Jul 29, 2024 - Jupyter Notebook
This is a one-day machine learning introductory course for beginners
machine-learning course clustering scikit-learn machine-learning-algorithms regression supervised-learning classification dimensionality-reduction unsupervised-learning ml-course anomaly-detection ml-workflow
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Dec 4, 2024 - Jupyter Notebook
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