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ai-predictivemaintenance

iot-predictive-analytics

Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped.

lstms_for_predictive_maintenance

LSTMS for Predictive Maintenance

machinelearningsamples-predictivemaintenance

MachineLearningSamples-PredictiveMaitenance

manufacturing-data-science-

predictive-maintenance

Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)

predictive-maintenance-1

A notebook tutorial series for performing predictive maintenance using machine learning

predictive-maintenance-2

Demonstration of MapR for Industrial IoT

predictive-maintenance-using-lstm

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

predictive_maintenance_using_machine-learning_microsoft_casestudy

Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy

purchasing-optimisation

Create a purchasing plan optimization for a rice manufacturing firm using demand and price prediction. Various time series and ML models where used for demand predictions. Purchasing optimization was created through linear programming.

pyspark-predictive-maintenance

Predictive Maintenance using Pyspark

samirsaci

Senior Supply Chain Engineer using Data Science for Operational Excellence