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Jul 9, 2024 - Jupyter Notebook
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model-evaluation-and-selection
Here are 16 public repositories matching this topic...
This project involves predicting customer churn in a telecommunications company using machine learning techniques, exploring various features' impact, optimizing models, and identifying key factors influencing churn.
python machine-learning-algorithms cross-validation feature-selection artificial-neural-networks confusion-matrix hyperparameter-tuning roc-auc-curve model-evaluation-and-selection
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Aug 25, 2023 - Jupyter Notebook
YOLOv8 image classifier model comparison
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Sep 4, 2023 - Jupyter Notebook
Using publicly available data for the national factors that impact supply and demand of homes in US, build a data science model to study the effect of these variables on home prices.
python data-science etl numpy linear-regression scikit-learn exploratory-data-analysis pandas data-visualization matplotlib predictive-analysis data-preprocessing data-preparation elasticnet svr random-forest-regression gradient-boosting-regressor xgboost-regression descriptive-analysis model-evaluation-and-selection
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Nov 17, 2023 - Jupyter Notebook
Repository to store materials for our group project on predicting health insurance charges.
machine-learning optimization hyperparameter-optimization health-insurance-cost model-evaluation-and-selection
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Aug 16, 2023 - Jupyter Notebook
Create the Decision Tree classifier and visualize it graphically. The purpose is if we feed any new data to this classifier, it would be able to predict the right class accordingly.
decision-tree-algorithm supervised-machine-learning data-preprocessing-and-cleaning model-evaluation-and-selection
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Aug 7, 2021 - Jupyter Notebook
Here I analysed data and made pipeline out of it making model making/training/testing/selecting and hyperparameters selecting more user friendly and visualised, like an application. I have worked for this project ~2 weeks.
data-science machine-learning pipeline data-visualization model-selection data-analytics data-analysis model-evaluation tkinter-python pandas-python matplotlib-python numpy-python model-evaluation-metrics seaborn-python model-evaluation-and-selection model-evaluation-and-tuning model-evaluation-and-optimization
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Mar 1, 2025 - Jupyter Notebook
Testing out ClearML.
devops machine-learning devops-tools model-evaluation model-deployment model-training mlops clearml-agent clearml model-evaluation-metrics mlops-workflow mlops-project model-evaluation-and-selection model-evaluation-and-refinement model-evaluation-and-tuning model-evaluation-and-validation model-evaluation-and-comparison
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Mar 3, 2025 - Python
I worked through these machine learning algorithms to complete assignments in the European Center for Medium Range Weather Forecasting MOOC class
machine-learning machine-learning-algorithms regression-models model-development model-evaluation-and-selection
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Jun 24, 2023 - Jupyter Notebook
In the 10-day camp, we experienced the basics of machine learning by coding
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Aug 30, 2024 - Python
Tensorflow image classifier Keras Applications model comparison
image-classifier tensorflow-serving model-deployment tensorflow2 keras-application model-evaluation-and-selection
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Aug 20, 2023 - Jupyter Notebook
This repository explores machine learning models applied to predict online shoppers' purchase intentions based on a comprehensive dataset, showcasing various classification algorithms and their performance in the e-commerce domain.
python machine-learning ecommerce data-visualization data-analysis data-preprocessing predictive-analytics classification-models model-evaluation-and-selection
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Sep 5, 2023 - Jupyter Notebook
This is an end to end machine learning project using my personal shopping data collected over the past three years.
machine-learning sql monitoring deployment pandas python3 hyperparameter-tuning explainable-ai model-evaluation-and-selection threshold-tuning
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Sep 1, 2023 - Jupyter Notebook
Predicting customer subscriptions for a bank's term deposit post marketing campaigns
python exploratory-data-analysis feature-engineering supervised-machine-learning model-evaluation-and-selection
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Feb 7, 2024 - Jupyter Notebook
A machine learning foundation project to predict defaulting credit card clients. Topics covered are EDA, feature engineering and selection, model evaluation.
machine-learning exploratory-data-analysis jupyter-notebook feature-engineering model-evaluation-and-selection
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Jun 2, 2023 - Jupyter Notebook
Graduate Rotational Internship Program -TSF-The Spark Foundation(Data Science and Business Analysis Internship) #GRIPJULY21-Task#2:Prediction Using Unsupervised Machine Learning-In this task, we have to predict the optimum number of clusters from the iris dataset & represent it visually.
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Jul 14, 2021 - Jupyter Notebook
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