Any machine learning algorithm needs hyperparameters to define how the algorithm learns from your data and how the model looks like. These hyperparameters can have a large impact on how good the model... details
In this introductory talk, Raul, a machine learning engineer at DataRoots, will walk us through some of the main concepts in the world of artificial intelligence. The presentation begins by defin... details
Today the question is no longer "Is there value in AI for enterprises?"; it's been demonstrated and we see more and more companies investing in AI.
Nowadays, the question is, how is AI perceived by t... details
How to do data science without losing your mind (and data!)
Promoting ML projects from “proof of concept” to “ongoing project” status reveals how difficult it is to work on them as a team. Researchers... details
Want to empower your data science teams with a scalable and powerful workspace?🤔
Azure ML might be your next favourite platform! 👊
Whether you’re a data scientist, a project manager or just curious... details
Open-source initiatives accelerate innovation through knowledge-sharing.
With innovation rooted in our company, we love to be part of this community
Get a sneak peak how dataroots leveraged the power ... details
Voice transfer has been a hot topic. Recent research introduces a deep learning framework that allows to create a numerical representation of a voice from a few seconds of audio, and to use it to cond... details
Nowadays we are offered an increasing number of options to choose from. While this is seen as a positive thing, it can be overwhelming when choosing the best option for us. In this context, recommende... details
“A monad is just a monoid in the category of endofunctors”
None of this will be demystified in this talk about Functional Programming in Scala. We will rather look at the fundamentals of functional pr... details
End-to-end machine learning platforms have been developed to help data professionals reach their goals. In this session, we will take a deeper look at Kubeflow, a machine learning platform running on ... details
Face masks are our super heroes protecting us during the quarantine. They have an important role in flattening the curve for COVID-19 pandemic. To increase the awareness, we developed a face mask dete... details
Clustering is one the fundamental tasks in data analysis, but getting to a satisfactory result is often hard and frustrating. It requires a good understanding of distance measures, clustering algorith... details
Recording of our live coding session. See related GitHub repo: https://github.com/datarootsio/foc-building-a-python-package/tree/master
For more information:
- LinkedIn: https://www.linkedin.com/comp... details
For many applications, you need to reduce the amount of data you will use (transporting data through the internet, number of features of a machine learning model etc.) without losing information. This... details
Wondering whether Artificial Intelligence can create a song that could win the Eurovision Song Contest?
Webinar on the participation of some team members of dataroots in the AI Song Contest.
For m... details