Arrikto Academy is excited to announce the release of the MLOps for Kubeflow badge. The badge recognizes the knowledge and skills of users. It is recommended for Kubeflow users. To earn this badge, you need to pass the MLOps for Kubeflow Badge Exam which is hosted at...

Last week we hosted a free workshop based on Kaggle’s Bluebook for Bulldozers machine learning example. The notebook is based on a Kaggle project whose goal is to predict the sale price of a piece of heavy equipment at auction based on its usage, equipment type, and...

Machine learning is becoming more and more ubiquitous across all manner of companies from start ups to global enterprises. Many teams have Data Scientists and ML researchers who build state-of-the-art models, but their process for building and deploying ML models is...

Part 3 (of 3): The Dramatic Conclusion Welcome to part three of the three-part series on using Kubeflow, Apache Spark, and Apache Mahout to denoise low-dose CT scans.  To recap to this point: In March 2020 there was a large need for COVID rapid tests that could...

Over the weekend, I was (binge) watching Star Trek: Deep Space Nine. And when I say, “Over the weekend”, I of course mean, “for the last several years” since I am a bit of a Star Trek Nerd. Time and again I noticed, the most irritating thing about Deep Space Nine is...

On March 16th we hosted the “Intro to Kubeflow: Pipelines Training and Certification prep course. In this blog post we’ll recap some highlights from the class, plus give a summary of the Q&A. Ok, let’s dig in!   Congratulations to Rakesh Arumalla! The first...

Part 2 (of 3): The Plot Thickens Welcome to the second installment in the series all about denoising CT scans with open source friends. In this post, we’ll explore our problem a bit more, and explain why we didn’t just use rapid tests in the first place. In Spring of...

This week we hosted a free Kaggle OpenVaccine Machine Learning workshop. The notebook is based on a Kaggle project that leverage’s data science to develop models and design rules for RNA degradation. The model predicts the likely degradation rates at each base of an...

Part 1 (of 3): The Exposition Welcome to part one of a three part series that will show how to use Kubernetes, Kubeflow, Apache Spark, and Apache Mahout to denoise CT scans. We’ll do this with a real-world use case of analyzing COVID-19 CT Scans. Although we’re...

Last week we hosted our sixth “Data Science, Machine Learning and Kubeflow” Meetup. Special thanks to our awesome speakers Kausthub Krishnamurthy and Mamta Shukla. In this blog post we’ll recap some highlights from the Meetup and preview what’s next. Ok, let’s dig in....