Article of the month

Leveraging machine learning to optimise class schedule for international language school

Rarely do projects fall into pure classification or regression problems. More often the problem is linked to a business process. In this case we managed to combine predictive task with optimization.

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by Robert Buda 1 month, 1 week ago · 5 min read Scala Optimization Feature engineering EventAI

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Building real-time recommendations for e-commerce giant

Rafał Gonsior 2 months, 2 weeks ago · 5 min read E-commerce Recommendation system Redis
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Synthetic data for deep learning

Michał Gawryluk 3 months ago · 4 min read Synthetic data Computer Vision Blender Human labeling
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Generating synthetic data can be a cheap way to get unlimited supply of training data

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Multimillion savings in healthcare in less than 4 months

Aleksandra Pryczek 3 months, 1 week ago · 4 min read Debt collection
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AI system for fraud detection created by LogicAI for Ministry of Health

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Kaggle Days China

Aleksandra Pryczek 5 months, 2 weeks ago · 4 min read Kaggle Days
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Kagglers gather offline for the 5th time

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Real-time recommendation systems for session-based user activities

Paweł Jankiewicz 5 months, 2 weeks ago · 4 min read Python E-commerce Recommendation system Redis
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The difference between batch and real-time recommendation systems can be dramatic for the user experience. Is it really that hard to build a responsive system?

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How to build event-based models

Paweł Jankiewicz 5 months, 3 weeks ago · 6 min read Churn EventAI event-based modeling Scala Spark Python Debt collection Predictive maintenance
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Building reactive systems is not only important for the software engineering. Also in Machine Learning building dynamic models that react to the events is just as important.

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Churn modeling for business part II case study

Paweł Jankiewicz 6 months, 2 weeks ago · 3 min read Machine Learning Optimization
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How nature inspires us to solve problems? An introduction to metaheuristics

Paweł Jankiewicz 10 months ago · 6 min read Machine Learning Optimization
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A closer look at AI solutions for health, education, and environment

Paweł Jankiewicz 10 months, 2 weeks ago · 5 min read Machine Learning
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In our previous article, we have outlined useful AI-based solutions available in sectors of traffic, space and transportation management. This time we take a closer look at possibilities opening thanks to AI, in areas of health, education, and environment.

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