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Building a High-Performance Machine Learning Model for Churn Prediction with XGBoost: A Step-by-Step Technical Guide
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The end-to-end process of developing, fine-tuning, and interpreting a churn prediction model using customer data. Get a proven framework to anticipate risk and act decisively.
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Efficient 3D Terrain Modeling with Multi-Date Satellite Images: Reconstruction in minutes instead of hours
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Explore a new method for satellite image-based 3D modeling with our team— a sneak peek at the CVPR 2025 presentation.
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Building a High-Performance Machine Learning Model for Churn Prediction with XGBoost: A Step-by-Step Technical Guide
The end-to-end process of developing, fine-tuning, and interpreting a churn prediction model using customer data. Get a proven framework to anticipate risk and act decisively.
Link to blog article
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Deep Learning for Satellite Image Super-Resolution: Mainstream Methods in the State of the Art
Dive into the first of a two-part series exploring deep learning methods for satellite image super resolution. Walk through key techniques and share insights from research co-authored by our team.
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What is Demand Forecasting and How It Works?
Anticipate customer demand, optimize operational workflows, and underpin strategic decision-making. This article delves into demand forecasting, a practice for those looking to benefit from data.
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From Shadows to Insights: Satellite-Based Stockpile Monitoring Using Shape-from-Shading
Discover a new approach to stockpile monitoring using Shape-from-Shading (SfS) on daily satellite imagery to estimate stockpile volumes. Read more.
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S-EO: Advancing Shadow Detection in Remote Sensing with a Geometry-Aware Dataset
Discover shadow detection for remote sensing solutions. A challenge that, though difficult, can be tackled using advanced technology. Learn more.
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How Are AI Agents Revolutionizing the Finance Industry?
Ready to revolutionize the industry? Discover with us how AI is shaping finance services and systems thanks to AI agents.
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Efficient 3D Terrain Modeling with Multi-Date Satellite Images: Reconstruction in minutes instead of hours
Explore a new method for satellite image-based 3D modeling with our team— a sneak peek at the CVPR 2025 presentation.
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In collaboration with:
From Theory to Impact: Understanding Variational Autoencoders (VAEs) Through Hands-On Implementation
Review the essential concepts behind VAEs, based on a technical and pedagogical implementation. Ror senior engineers and executives in AI-driven organizations, this piece is a must.
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Understanding Customer Segmentation Step by Step
Explore customer segmentation, its types, key benefits, practical examples, and how AI can skyrocket your Marketing and Sales efforts.
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