We are excited to announce that Velebit AI has joined the NVIDIA Inception Program as a community member. The program is designed to nurture startups revolutionizing industries with advancements in AI and data sciences.
Velebit AI’s core technology makes ultra-precise short-term weather forecasts. This includes predicting all major weather elements such as precipitation movement and intensity, temperature, and wind, all up to 3 hours which is formally called nowcasting. Current focus is on predicting precipitation movement and intensity with more weather elements coming after. Unlike classical weather prediction systems which need 5 hours to compute the forecast, our method can do this in a few seconds, with equal or better accuracy.
The NVIDIA Inception Program will help Velebit AI with acquiring needed hardware resources for model training and deployment. Furthermore, the program’s marketing support will enable Velebit AI to participate at exclusive NVIDIA events where we hope to demonstrate our product and share experience with the community.
In previous posts from this series, we discussed how we formatted UWSGI and Python logs in JSON format. We still have one important production component left: the Nginx server. This blog post will describe how the Nginx logging module works, and showcase a simple logging configuration where Nginx logger is configured to output JSON logs.
What is the point in collecting logs and metrics if you don’t use them? In this blog post, we will build upon our previous blog post and connect Fluent Bit log collectors to Elasticsearch along with a basic setup and comparison of Kibana and Grafana, tools often used for visualizing logs
There is a great deal of overlap between the fields of statistics and data science, to the point where many definitions of one discipline could just as easily describe the other. While this is true, there are also many differences between them. Why is statistics important and what is its connection to data science? What is data science? What are their similarities and differences? Let’s try to understand it better at least on a basic level without too much going into subtle details.
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