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1. Case-Study_Large-Scale-Vehicle-Routing-Problem-Optimization-VRP Case-Study_Large-Scale-Vehicle-Routing-Problem-Optimization-VRP Public

   Vehicle routing problem (VRP) is a generic name referring to optimization problems in transportation, distribution and logistics industry. Route planning techniques is one of the main tasks of VRP …

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2. Demand-Forecasting-Public-Bike-Rental-Predictive-Modeling- Demand-Forecasting-Public-Bike-Rental-Predictive-Modeling- Public

   Developed multiple predictive models with 90% accuracy for forecasting the daily-hourly bike rental count using Python & Machine Learning techniques like Regression, Clustering, Ensemble, Neural Ne…

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3. Electric-Load-Forecasting-using-different-techniques Electric-Load-Forecasting-using-different-techniques Public

   Electric Load forecasting for a year on hourly basis using 3 different techniques. - linear Regression, - ANN (Using Matlab nntool), -K-Nearest Neighbor. All 3 codes are present with an detailed re…

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4. Probabilistic-Electric-Load-Forecasting-using-Gradient-Boosting-Regressor Probabilistic-Electric-Load-Forecasting-using-Gradient-Boosting-Regressor Public

   Hourly probabilistic load forecasting for 1 full year. Dataset from 2002 to 2006 (i.e. 5 years data) on hourly basis. We have to provide 9 percentiles (10,20,…..,90). I have used Gradient Boosting …

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5. Defect-Analysis-of-Electric-Circuit-Boards-using-Statistical-Process-Control_SPC-for-Quality_Mgmt. Defect-Analysis-of-Electric-Circuit-Boards-using-Statistical-Process-Control_SPC-for-Quality_Mgmt. Public

   Analyzing Electric Circuit Board Defect Dataset for Statistical Process Control using various Quality Tools & Techniques for the enhancement of Quality Control in a Manufacturing Setting.

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6. Univariate-Forecasting-Using-Seasonal-Auto-Regressive-Integrated-Moving-Average-SARIMA Univariate-Forecasting-Using-Seasonal-Auto-Regressive-Integrated-Moving-Average-SARIMA Public

   Univariate data having seasonal nature and forecasting using Seasonal ARIMA. The full code and detailed report is uploaded.

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