machine learning

Demand Forecasting 2: Machine Learning Approach

This is a third post in our series exploring different options for long-term demand forecasting. Today, we will explore different approaches to applying classical machine learning to forecasting problem. To better understand our journey and problem setting, you might want to check out our introductory blog post: Long-Term Demand Forecasting Step by step vs 90 …

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Semantive at Deep Learning Workshops

At Semantive we value both enthusiasm to learn and eagerness to share the knowledge with others. One example of the latter is last Saturday, when Maciej Ociepka and Amadeusz Kosik from Semantive led one day workshop on Deep Learning topic. Deep Learning Deep Learning is a trending topic in Machine Learning that focuses on using …

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Kaggle Days 2018

This year has seen the first edition of Kaggle Days. The event was a nice opportunity to break in for fresh kagglers – it consisted of two days with kaggle masters. Presentation Day The first day consisted of two parallel tracks – presentations and workshops. One of first presentations given by Mikhail Trofimov overviewed on …

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PyData Warsaw 2017

PyData Warsaw 2017 PyData conferences are organized by NumFocus, a nonprofit supporting open source scientific computing (they support Numpy, Pandas, scikit-learn and Jupyter among other things). Warsaw conference took place in Copernicus Science Centre. The conference spanned 3 days - one workshop + two conference days. I didn't attend workshops. Some of them seemed pretty …

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Spark Summit Europe 2016 review

Spark Summit Europe took place in Brussels, Belgium just about a week ago. I had a pleasure to be there for conference days where I attended mostly Data Science track, as this is our bread and butter in Semantive. This summit could be summarized in a couple of words: Spark 2.0 and Streaming, as it …

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Deep Learning

What is deep learning? In recent years deep learning has gained an increasing popularity among machine learning practitioners and researchers. Google Trends shows that tendency: What is is and why it is so interesting? Basically, deep learning is an umbrella term for a whole set of advanced algorithms based usually on neural networks that consist …

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