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Blog posts tagged
"Kubeflow News"

anaqvi
25 November 2019

Kubeflow Talks at Kubecon San Diego 1/2

Ubuntu Kubeflow

Throwback to Kubecon last week where Kubeflow was the most talked about topic other than Kubernetes itself. It was great to see so much excitement around Kubeflow. For those of you who missed the event, or were too busy to catch these talks, or just couldn’t be everywhere exciting at once, below is a list ...

anaqvi
25 November 2019

Kubeflow Talks at Kubecon San Diego 2/2

Ubuntu Kubeflow

KubeFlow’s Serverless Component: 10x Faster, a 1/10 of the Effort – Orit Nissan-Messing, Iguazio Enabling Kubeflow with Enterprise-Grade Auth for On-Prem – Yannis Zarkadas & Krishna Durai Measuring and Optimizing Kubeflow Clusters at Lyft – Konstantin Gizdarski & Richard Liu Towards Continuous Computer Vision Model Improvement with Kubefl ...

anaqvi
28 October 2019

Digest #2019.10.28 – AI for Biodiversity Research

Ubuntu Kubeflow

AI for Biodiversity Research – Google, in collaboration with Global Biodiversity Information Facility (GBIF), iNaturalist, and Visipedia is making a push to bring AI to biodiversity research. While ML is prevalent in biodiversity research, proper attribution and oversight is a hit or miss. Google is hoping to bridge the gap and raise the ...

anaqvi
14 October 2019

Digest #2019.10.14 – The Ultimate Learning Machine

Ubuntu Kubeflow

The Ultimate Learning Machine – Babies… This article dives into how machines are trained and their motivation for learning compared to a human baby. Guess what… babies learn faster, require less data and have a power that machines don’t – curiosity! The AI lab at UC Berkeley is trying to innovate with AI to mimic ...

anaqvi
7 October 2019

Digest #2019.10.07 – Machine Learning in Space? Agriculture?

AI Machine Learning

How NASA uses Machine Learning – If you think the Earth is the only planet with Machine Learning you were wrong. The Mars Rover learning its path and environment at Mars? The healthcare needs for future astronauts? Planet exploration and discovery? Robotic astronaut!? All of these are questions NASA is experimenting and researching with M ...

anaqvi
30 September 2019

Digest #2019.09.30 – Making the Most of Machine Learning

Kubeflow Machine Learning

Understanding Fairness in Machine Learning – This article is a great reminder and defense for the statement, “the data speaks for itself.” Biases in training models affect the results of analyses. It is essential to understand how our models make decisions to tackle this bias by adding more balanced training data. Knowledge of biases in ...

anaqvi
23 September 2019

Digest #2019.09.23 – Machine Learning is the word…

Ubuntu Machine Learning

MLOps, Rise of the Term: Most of us by now have heard this word frequenting around; MLOps, or Machine Learning Operations.. This is an interesting article on the rise of the term and the challenges actually faced by teams working cross-functionally and dealing with Machine Learning. It talks about the limitation of managed solutions for ...

anaqvi
16 September 2019

Digest #2019.09.16 – The State of AI and ML

Ubuntu Article

Machine Learning and AI in 2019: A recent survey conducted by Dresner Advisory Services shows Machine Learning and AI to rank as highest priority for enterprises. R&D, Marketing, Sales, Insurance, Fintech, Telco, Retail and Healthcare enterprise rank machine learning as their biggest bet and believe it is critical to their success. “2019 ...

Carmine Rimi
9 September 2019

Digest #2019.09.09 – Machine Learning on a Budget

AI Article

How To Develop Successful Machine Learning Projects On A Budget – A quick journey through some of the principles for a successful AI getting started project. The article includes an example of how to go from nothing to something – from data pipeline creation to models in production. The primary focus is on a model ...

Carmine Rimi
2 September 2019

Digest #2019.09.02 – The why of Kubeflow

AI Article

AI Tales: Building Machine learning pipeline using Kubeflow and Minio – Understand the Kubeflow value proposition in an entertaining format. The story starts with Joe, the neighbourhood Machine learning enthusiast. Joe reads a few things, becomes an expert, and then the real fun begins. He quickly runs into problems with portability, DevO ...

Carmine Rimi
26 August 2019

Digest #2019.08.26 – Kubeflow basics, TensorFlow 2.0

AI Article

Kubeflow for Poets – This article introduces the core concepts necessary to understand all of the moving pieces in a Kubeflow based machine learning Pipeline. It includes a brief introduction to microservices, Docker, Kubeflow, Kubernetes, virtualisation, Google cloud and more. Read this article for step-by-step low level interaction with ...

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