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GitHub topics: model-building-and-evaluation

narpat78/Image-Classification-using-SVM

An image classifier built using Support Vector Machine (SVM) to distinguish between three categories of images. Deployed via an interactive Streamlit web application.

Language: Jupyter Notebook - Size: 228 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

aneeshmurali-n/ML-Turbine-Energy-Yield-Prediction-for-Gas-Turbine-Optimization

This project uses machine learning to predict Turbine Energy Yield (TEY) from gas turbine data, optimizing settings to improve energy output, reduce fuel consumption, and cut costs. TEY predictions help detect deviations from normal operations, signaling potential turbine issues like degradation.

Language: Jupyter Notebook - Size: 39.2 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

vishal-verma-96/Oil_spill_prediction_using_ML

This ML project predicts oil spills using various machine learning algorithms like XGBoost and Random Forest. This project also contains saving and load of the model to make predictions on a sample dataset.

Language: Jupyter Notebook - Size: 659 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mayankyadav23/Detection-of-Parkinsons-Disease

🔍 This repo focuses on detecting Parkinson's Disease using machine learning techniques on vocal features. The project includes data preprocessing, analysis, and model training, achieving a remarkable 99.6% accuracy with the Random Forest Classifier. 🧠

Language: Jupyter Notebook - Size: 953 KB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Mikkicon/learn-ml

ML Interview Questions

Language: Jupyter Notebook - Size: 1.96 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

harmanveer-2546/PREDICTING-CUSTOMER-CHURN-FOR-A-TELECOM-COMPANY

Customer churn is a significant issue for big business companies. Companies are attempting to create methods for predicting customer churn to get a direct impact on getting more revenues, particularly in telecom companies.

Language: Jupyter Notebook - Size: 235 KB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

jayasurya247/Stroke_Prediction

Stroke Prediction using Machine Learning

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

jayasurya247/Sentiment-Analysis-on-Amazon-Fine-Food-Reviews

Sentiment Analysis on Amazon Fine Food Reviews

Language: Jupyter Notebook - Size: 864 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

suhaibmukhtar/Human-Activity-Recognition-With-Smart-Phone

This project is to build a model that *predicts the human activities* such as __Walking, Walking_Upstairs, Walking_Downstairs, Sitting, Standing__ and __Laying__ as done in Smart-Watches.

Language: Jupyter Notebook - Size: 8.07 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

tohidkhanbagani/Sailfort_Motors_HR_Analysis_and_Predictive_Modeling

SalifortMotorsHRAnalytics repository showcases Data Analytics, Visualization, Python, Statistics, and ML skills. It contains markdown file, pickle files for models, and an executive summary. To run the markdown file, adjust the path variable for pickle files and comment out fitting and saving codes.

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ShreeKeshavan/Car_price_prediction

🚗 Engineered a high-performing car price prediction model, empowering informed decisions in the dynamic car market. 🚘💰

Language: Jupyter Notebook - Size: 41.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

edeng94/AI-Cognizant-Virtual-Internship

Artificial Intelligence Virtual Experience Program

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KishorAlagappan/car-price-prediction-app

🚗 Engineered a high-performing car price prediction model, empowering informed decisions in the dynamic car market. 🚘💰

Language: Jupyter Notebook - Size: 2.94 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

rrambhia22/MotorVehicleCollisionCrashAnalysis

The project deals with predicting the number of persons killed based on the contributing factors such that necessary precautions and actions can be taken in order to avoid the accidents and reduce the death rates and injuries of the person in the New York city.

Language: Jupyter Notebook - Size: 4.16 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

rrambhia22/Predictive_Analytics

Implementation of multiple projects related to Predictive Analytics.

Language: Jupyter Notebook - Size: 22.9 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

rrambhia22/Student360

Student 360 deals with analyzing the student performance based on the various external factors to determine the student dropout rate and predict the CGPA of the students.

Language: Jupyter Notebook - Size: 4.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Related Keywords
model-building-and-evaluation 16 python 8 data-visualization 8 data-science 7 machine-learning 7 data-cleaning 6 exploratory-data-analysis 5 machine-learning-algorithms 4 feature-engineering 4 data-preprocessing 4 numpy 3 pandas 3 data-analysis 3 hyperparameter-tuning 3 feature-selection 2 classification 2 correlation-analysis 2 matplotlib 2 streamlit-webapp 2 jupyter-notebook 2 natural-language-processing 2 pickle 2 machine-learning-regression 2 gridsearchcv 1 github-repository-management 1 decision-tree-classifier 1 variance-threshold 1 seaborn 1 scikit 1 data-pre 1 analytics 1 activity-recognition 1 sentiment-classification 1 sentiment-analysis 1 nltk-python 1 python-3 1 visual-studio 1 tableau-dashboard 1 regressor-models 1 deployment 1 data-visualizations 1 data-extraction-and-pre-processing 1 classification-models 1 regression-model 1 predictive-analytics 1 classification-model 1 tableau-dashboards 1 regression-algorithms 1 classification-algorithms 1 machine-learning-production 1 data-modelling 1 xgboost-algorithm 1 statistical-analysis 1 random-forest-classifier 1 python-programming 1 model-evaluation 1 markdown-formatting 1 machine-learning-classification 1 zscore 1 yield 1 variance-inflation-factor 1 turbine 1 scaling 1 prediction-model 1 pipeline 1 outlier-detection 1 ml 1 linear-regression 1 iqr-method 1 energy 1 data-transformation 1 svm-classifier 1 sklearn 1 model-deployment 1 image-classification 1 nlp-machine-learning 1 amazon-reviews 1 standardization 1 os 1 mlp 1 encoding 1 customer-churn-prediction 1 churn-prediction 1 autoencoder 1 ann 1 mlops 1 manufacturing 1 deep-learning 1 computer-vision 1 algorithms 1 parkinsons-disease 1 acmegrade 1 xgboost 1 scikitlearn-machine-learning 1