Blog posts written by anaqvi

anaqvi
3 February 2020

Digest #2020.02.03 – AI-Created Medicine All Set for Human Trials

Ubuntu Kubeflow

Artificial intelligence-created medicine to be used on humans for first time – For the first time, a drug created by AI and Machine Learning has been approved for human trials. The drug was created by British start-up Exscientia in collaboration with Japanese pharmaceutical firm Sumitomo Dainippon Pharma. While typical drug development ta ...

anaqvi
27 January 2020

Digest #2020.01.27 – Which Algorithm Should I Use?

Ubuntu Kubeflow

Using AI to Enrich Digital Maps – Your commute may now be saved from the road closures, private routes and diversions! Researchers at MIT and Qatar Computing Research Institute (QCRI) have invented a model that could improve GPS navigation on digital maps.An interesting read about the research combining convolutional neural network (CNN) ...

anaqvi
20 January 2020

Digest #2020.01.20 – Machine Learning for Music, Video, Weather…

Ubuntu Kubeflow

Microsoft NNI and Kubeflow – continued support and a way to tune hyperparameters – Microsoft released version 1.3 of their NNI project. NNI is Microsoft’s Neural Network Intelligence project, it lets you search for the best neural network architecture and hyperparameters. Microsoft NNI supports Kubeflow, where NNI can take the place of ...

anaqvi
13 January 2020

Digest #2020.01.13 –Machine Learning and AI 2020

Ubuntu Kubeflow

Architecture for MLOps using TFX, Kubeflow Pipelines, and Cloud Build – If you’re a data scientist or an enthusiast and have been wanting to try the TFX (TensorFlow Extended), this article is a good place to start. The article also helps guide through setting up CI/CD and CT ( Continuous Training) using Kubeflow Pipelines and ...

anaqvi
23 December 2019

Digest #2019.12.16 – Artificial Intelligence of Things

Ubuntu Kubeflow

AI to Identify Unknown Civil War Soldiers – An interesting piece by Time on the use of Artificial Intelligence for facial recognition; the software calculates the difference between proportions of the face and facial portraits like the eyes to match an uploaded picture with picture available on the web. This allows matching of discoloured ...

anaqvi
16 December 2019

Digest #2019.12.16 –The Decade of Artifical Intelligence

Ubuntu Article

AI Competing with Wall Street – Artificial Intelligence is replacing traders on Wall Street; what used to be a busy bustling market with chatter and cold calls are now the slight hums of machines running algorithms and executing trades. The demand for people with coding skills who can train models for intelligent trading and fight ...

anaqvi
10 December 2019

Canonical Announces Support for Kubernetes 1.17

Cloud and server Article

Canonical announces full enterprise support for Kubernetes 1.17, with support covering Charmed Kubernetes, MicroK8s and Kubeadm. MicroK8s will be updated with Kubernetes 1.17 enabling users access to the latest upstream release with a single-line command in under 60 seconds. MicroK8s now brings Machine Learning deployments in seconds with ...

anaqvi
10 December 2019

MicroK8s updated to Kubernetes 1.17. What’s new?

Ubuntu Article

We’re excited to announce the release of MicroK8s with Kubernetes 1.17! MicroK8s is a Kubernetes cluster delivered as a single snap package – it can be installed on any Linux distribution which supports snaps. MicroK8s is small and simple to install and is a great way to stand up a cluster quickly for development and ...

anaqvi
2 December 2019

Digest #2019.12.02 – Machine Learning VS Minecraft

Ubuntu Kubeflow

Google pushing TPU with new TensorFlow release – TensorFlow 2.1 is here, welcome to the TPU push; that’s good news for many. We’ll also see improved performance on Linux and Windows and GPU support out-the-box. There are a few changes and issues to be aware of and if you’re using Python 2, TF 2.1 will ...

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
23 November 2019

KubeCon San Diego 2019 Flashback

Ubuntu Kubernetes

KubeCon San Diego 2019 was a blast; lot’s of sun, beer, food, amazing projects and learning opportunities! It was great to see the community come together for the love of all things Kubernetes. The Canonical booth was buzzing with excitement around MicroK8s, Multipass and Kubernetes clustering on that DIY Raspberry Pi clusters running Ubu ...

anaqvi

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