Remaining Useful Life Prediction
Estimating the remaining useful lifetime of an asset can be beneficial for several purposes in a variety of industrial contexts. ...
Author: EluciDATALab
Read Time: 59 min
Remaining Useful Life Prediction
Advanced Data Visualization
Data visualisation is an important activity in several phases of a data science project. It allows you to understand several ...
Author: EluciDATALab
Read Time: 44 min
Visualization
Resource Demand Forecasting
Good resource planning is half the battle, as it allows one to plan ahead and guarantee that sufficient resources are ...
Author: EluciDATALab
Read Time: 65 min
Resource Demand Forecasting
Data Exploration
When starting a data science project, it is often the case that one immediately starts experimenting with complex algorithms to ...
Author: EluciDATALab
Read Time: 63 min
Exploration
Feature Engineering
Most data mining and machine learning algorithms do not work well if you just feed them your raw data: such ...
Author: EluciDATALab
Read Time: 4 min
Feature Engineering
Time Series Preprocessing
With the increasing amount of machines and products that are equipped with sensors, many companies collect an enormous amount of ...
Author: EluciDATALab
Read Time: 56 min
Time Series Preprocessing
Intelligent Data Retention
More and more assets are instrumented and connected, in order to collect usage and performance data such that they can ...
Author: EluciDATALab
Read Time: 15 min
Intelligent Data Retention
Federated Learning
In scenarios where data privacy is paramount and bandwidth is limited, the concept of federated learning emerges as a vital ...
Author: EluciDATALab
Read Time: 13 min
Federated Learning
Contextual Anomaly Detection
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Author: EluciDATALab
Read Time: 11 min
Anomaly detection