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Data Science & AI
A gentle Introduction to Large Language Models and Graphs
A gentle Introduction to Large Language Models and Graphs
An simple introduction on how to combine Large Language Models and Graphs
Claudio Stamile
Aug 17, 2023
Unlocking the Power of NLP Zero-Shot Learning
Unlocking the Power of NLP Zero-Shot Learning
Transforming Customer Feedback Analysis
Robertorusso
Apr 24
Forecasting Revenue and C-LTV in Subscription Businesses
Forecasting Revenue and C-LTV in Subscription Businesses
An industrial use case on the usage of Survival Analysis for predicting revenue streams and the customer LTV in a subscription business.
Alessandro Volpe
Feb 13, 2023
Unveiling the Power of Linear Optimization in a Delivery Network
Unveiling the Power of Linear Optimization in a Delivery Network
Improving delivery systems optimizing transportation to handle the required monthly volume of packages.
Antonello Rabuffi
Dec 20, 2023
Open Source AutoML libraries comparison on Wind Turbine Power Generation forecasting (+ GCP AutoML)
Open Source AutoML libraries comparison on Wind Turbine Power Generation forecasting (+ GCP AutoML)
Performance comparison using different Open Source libraries and GCP AutoML.
Lucabonali
Jan 26, 2023
Synthetic Data Generation — POV and experimentation with SDV
Synthetic Data Generation — POV and experimentation with SDV
A Generative AI application for tabular data augmentation
Francesco Nuzzo
Apr 18, 2023
Generative AI
Generative AI
A fleeting hype of the moment or a stable technology fully deployable in production Use Cases?
Andrea Lui
Mar 17, 2023
Beyond 3D: Flattening Complex Data Structures with Isomap
Beyond 3D: Flattening Complex Data Structures with Isomap
Isomap algorithm and a brief example of its effectiveness in “unrolling” the Swiss Roll.
Robertorusso
Apr 17
Stop using Moving Average to smooth your Time Series
Stop using Moving Average to smooth your Time Series
Why Savitzky-Golay Filters often make a better job smoothing Time-Series
Robertorusso
Apr 16
Conformal Prediction for Forecast Prediction Intervals
Conformal Prediction for Forecast Prediction Intervals
Conformal Prediction and a Time Series Forecasting example that highlights the advantages of using it over traditional methods.
Robertorusso
Apr 16
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