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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Mining
Tailings Flocculation
Mining is a fundamental activity for extracting valuable resources from the Earth, including minerals, metals,...
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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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Mining
Oilsands
Mining – Shared Challenges
The mining and oil sands industries face shared challenges in tailings management. Both industries often...
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Mathematical Modeling
Target Encoding
One-hot encoding is probably the most popular way of dealing with nominal categorical variables in...
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Mathematical Modeling
Categorical Variables
Categorical variables play an important role in many different data sets. Most machine learning modelling...
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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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Mining
Dam Breach Analysis
The significance of tailings dam breach analysis in the mining industry cannot be overstated. Dam...
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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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