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GitHub topics: end-to-end-ml

indu-explores-data/Visa-Approval-Prediction-using-ML

This project builds a predictive model to estimate visa approval likelihood using candidate and job-related features. It showcases an end-to-end machine learning workflow with EDA, feature engineering, and model tuning to automate parts of the visa evaluation process.

Language: Jupyter Notebook - Size: 1.45 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

indu-explores-data/Sentiment-Analysis-on-IMDB-Reviews

Sentiment Analysis is a Natural Language Processing (NLP) technique used to identify the emotional tone behind a piece of text — typically classified as positive, negative, or neutral.

Language: Jupyter Notebook - Size: 1.13 MB - Last synced at: 3 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

ekramul14/customer-segmentation-marketing-strategy

Production-ready customer segmentation system with interactive Streamlit dashboard, FastAPI REST API, and SHAP explainability

Language: Jupyter Notebook - Size: 5.13 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

AlyyanAhmed21/Emotion-Recognition-MLOps

End-to-end MLOps Facial Emotion Recognition app with ViT, Gradio UI, and CI/CD deployment on Hugging Face Spaces.

Language: Jupyter Notebook - Size: 91 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Related Keywords
end-to-end-ml 4 python 3 data-science 3 machine-learning 3 scikit-learn 2 model-tuning 2 feature-engineering 2 fastapi 2 classification-model 2 mlops 2 production-ml 1 plotly 1 shap 1 streamlit 1 ai-applications 1 computer-vision 1 deep-learning 1 docker 1 dvc 1 emotion-detection 1 facial-emotion-recognition 1 fullstack-ml 1 github-actions 1 gradio 1 huggingface 1 mlflow 1 opencv 1 react 1 transfer-learning 1 vision-transformer 1 automation 1 data-visualization 1 eda 1 gradient-boosting 1 predictive-analytics 1 random-forest 1 visa-approval-prediction 1 bag-of-words 1 gensim 1 natural-language-processing 1 nlp 1 nltk 1 sentiment-analysis 1 spacy 1 text-classification 1 text-vectorization 1 tfidf 1 word2vec 1 customer-segmentation 1 interactive-dashboard 1 kmeans-clustering 1