Big Data Machine Learning & AI
Demand Forecasting
Demand forecasting, predicting the quantity of items desired at a future date, plays a key...
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Big Data Machine Learning & AI
Bayesian Optimization
Bayesian “methods” are becoming increasingly more popular for modelling and data analyses. They express things...
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Big Data Machine Learning & AI
Mathematical Modeling
Calgary Homeless Foundation
This post was originally posted in two parts, which are combined below. Part 1 Coanda...
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Big Data Machine Learning & AI
Bayesian Methods
Bayesian methods for data analysis have become more popular as computing power has increased and...
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Big Data Machine Learning & AI
Graph Neural Networks (GNNs)
Neural networks are a type of machine learning model that can be used to process...
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Big Data Machine Learning & AI
Recommender System
A recommender system is an algorithm that is designed to provide personalized recommendations of items...
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Big Data Machine Learning & AI
Machine Learning – Fluid Mechanics
This post was originally published in two parts which have been combined below. Part 1...
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Big Data Machine Learning & AI
Mining
Data Science – Predictive Maintenance Scheduling in Mining
Mining equipment maintenance is critical for sustained production. Each piece of equipment performs an important...
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Big Data Machine Learning & AI
Bayesian Parameter Estimation
Often, we want to describe a process using a model. Having collected some data, we...
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Big Data Machine Learning & AI
Enhancing Oil Processing Efficiency with Kalman Filter-based Middlings Interface Detection
The separation process in the oil sands industry involves extracting bitumen from ore that is...
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Big Data Machine Learning & AI
Kalman Filter
This post was originally published in two parts which have been combined below. Part 1...
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Big Data Machine Learning & AI
Building Anomaly Detection using XGBoost
As the demand for sustainable building practices continues to rise, understanding and managing energy consumption...
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