Data & Technologies - Vortexa

FEATURE OF THE WEEK

From Model Validation to Pipeline Validation: A Paradigm Shift in ML Engineering

Overcoming the Future Leakage Paradox’: A New Approach to Validation in Machine Learning.

Data & Technologies

Welcome to our Data & Technology blogs, where our data scientists share their expertise through a series of articles, highlighting the innovative solutions and cutting-edge technologies that drive our system.

Dive into detailed explorations of our algorithms, infrastructure, and data handling techniques, and learn how these elements combine to enhance user experience and operational efficiency.

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Energy flows

Product updates

Data & technologies

Data & technologies, Energy flows

LNG floating storage

Data & technologies, Product updates, Freight

The power of Vortexa’s new regional…

Vortexa has recently released a new set of shipping region polygons that will empower flow, supply/demand, inventory, freight…

Data & technologies

Harmonizing Avro and Python: A Dance…

In the realm of data engineering, managing data types and schemas efficiently is of paramount importance. The crux…

Data & technologies

Mocking in Async Rust

There are four words in this title, and most of them deserve some kind of explanation. Let us…

Data & technologies

Maximum-likelihood classification with a constraint on…

In supervised classification problems, predictions are usually generated for each sample independently of the others.

Data & technologies

Detecting Trends in Time Series Data…

In this article, we will discuss how to detect trends in time series data using Python, which can…

Data & technologies, Freight

Vortexa Freight Market Outlook

To assess pricing accurately, freight market participants have had to manually track ships worldwide, making notes on their…

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