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  1. Blog
  2. Rui Vasconcelos
Rui Vasconcelos

Rui Vasconcelos

18 posts

Product Manager

Rui Vasconcelos
25 June 2020

Weekend watch list

Ubuntu Article

Kubeflow 101 – Hyperparameter tuning with Katib The Kubeflow 101 series of short videos is a great way to quickly get up to speed on Kubeflow concepts. This week, Stephanie Wong guides us through Hyperparameters and how you can use Katib to achieve the Kubeflow with Amazon Sagemaker Shashank Prasanna, Senior Developer Advocate at AWS ...

Rui Vasconcelos
24 June 2020

Demystifying Kubeflow pipelines: Data science workflows on Kubernetes – Part 1

AI Article

Kubeflow Pipelines are a great way to build portable, scalable machine learning workflows. It is one part of a larger Kubeflow ecosystem that aims to reduce the complexity and time involved with training and deploying machine learning models at scale. In this blog series, we demystify Kubeflow pipelines and showcase this method to produce ...

Rui Vasconcelos
12 June 2020

Security breach

Ubuntu Article

Microsoft exposes attacks to Kubeflow deployments Microsoft publishes report detailing series of attacks against clusters running Kubeflow with the purpose of mining cryptocurrencies. To ensure that you are on the safe side, follow the steps below: 1. When deploying Kubeflow, make sure that its dashboard isn’t exposed to the internet: che ...

Rui Vasconcelos
4 June 2020

Amazon + Kubeflow

Ubuntu Article

SageMaker Embraces Kubeflow Pipelines Amazon announced this week the possibility to configure Kubeflow Pipelines to run ML jobs with Amazon SageMaker. This is yet another validation of Kubeflow as a widespread solution and reinforces the idea of ML workflows on Kubernetes. Read the post here. ...

Rui Vasconcelos
27 May 2020

Kubeflow 101

Ubuntu Article

Kubeflow in 3 minutes Google launches Kubeflow 101, a series of short videos to demystify Kubeflow. Intro to Kubeflow. Watch an overview of Kubeflow in the first episode: Intro to Kubeflow pipelines In the second episode of Kubeflow 101, watch an introduction to Kubeflow pipelines, and the presentation of a new hosted version of Kubeflow ...

Rui Vasconcelos
26 May 2020

Kubernetes for Data Science: meet Kubeflow

AI Article

Deep Learning is set to thrive Data science has exploded as a practice in the past decade and has become an undisputed driver of innovation. The forcing factors behind the rising interest in Machine Learning, a not so new concept, have consolidated and created an unparalleled capacity for Deep Learning, a subset of Artificial Neural ...

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