Kubeflow

This week we hosted a free Kaggle Udacity Dog Breed Classification workshop. The notebook is based on a Kaggle project whose goal is to provide an estimate of the dog’s breed given an image of the dog. In this blog post we’ll recap some highlights from the workshop....

On March 30th we hosted the “Intro to Kubeflow: Katib Training and Certification prep course. In this blog post we’ll recap some highlights from the class.   First, thanks for voting for your favorite charity! With the unprecedented circumstances facing our...

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....

Arrikto Academy offers certificates and badges for completing courses and exams which you can share on your professional networks. This blog post will walk you through how to share a certificate or badge earned in Arrikto Academy on LinkedIn. Access Certificate or...

Expanding on our Rok education we are excited to share a preview of our new technical course - Rok Registry 101. The course is media-rich with step-by-step guides for our developer community to practice and grow their skills with the Kubeflow ecosystem. This course is...

Welcome to the latest installment of Arrikto’s Kubeflow tips and tricks blog! In a simple Q&A format, we aim to provide tips and tricks for the intermediate to advanced Kubeflow user. Ok, let’s dive in. Is there a way to auto-stop notebooks that are idle for a...

MiniKF 1.4 is here! MiniKF is the fastest way to get the Kubeflow MLOps platform running on either AWS or Google Cloud. Recall that Kubeflow is not a single binary or executable file, but instead a complex platform made up of multiple services where each component has...

We recently hosted the third delivery of the “Intro to Kubeflow: Fundamentals 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 Indranil...

To date we have been working on and publishing skills-based beginner level 101 courses in Arrikto Academy. These courses are reading and media-rich with challenges and hands-on product sandboxes for our developer community to practice and grow their skills with the...