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  1. Blog
  2. anaqvi
anaqvi

anaqvi

25 posts

Product Manager

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
22 October 2019

NVIDIA GPU Operator – Simplifying AI/ML Deployments on the Canonical Platform

Ubuntu Article

Leveraging Kubernetes for AI deployments is becoming increasingly popular. Chances are if your business is involved in AI/ML with Kubernetes you are using tools like Kubeflow to reduce complexity, costs and deployment time. Or, you may be missing out! With AI/ML being the tech topics of the world, GPUs play a critical role in 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
11 October 2019

Onboarding edge applications on the dev environment

Internet of Things Edge Cloud

Adoption of edge computing is taking hold as organisations realise the need for highly distributed applications, services and data at the extremes of a network. Whereas data historically travelled back to a centralised location, data processing can now occur locally allowing for real-time analytics, improved connectivity, reduced latency ...

anaqvi
9 October 2019

Kubectl and friends as a snap

Kubernetes Kubernetes

At Canonical, we build solutions to simplify the lives of our users. We want to reduce complexity, costs, and barriers to entry. When we built the Canonical Distribution of Kubernetes (CDK) and MicroK8s, we made sure it aligned with our mission. We built snaps like kubectl for various Kubernetes clients and services to ensure a ...

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
25 September 2019

Deploying Kubernetes Locally – MicroK8s

Kubernetes Article

This is the second part of our introduction to MicroK8s. In the previous blog, we introduced MicroK8s, went over some K8s basic concepts and showed you how fast and easy it is to install Kubernetes with MicroK8s — it’s up in under 60 seconds with a one-liner command. In this blog, we dive deeper to ...

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

Introduction to MicroK8s

Cloud and server Article

Every developer, systems admin and tech enthusiast is interested in learning Kubernetes. Kubernetes is a complex container orchestration tool that can be overwhelming for beginners. Kubernetes has been the buzzword in the tech industry and for good reason. If you’re itching to get started with Kubernetes and not looking forward to the com ...

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 ...

anaqvi
26 August 2019

MicroK8s Version 1.16.0 Beta Released!

Ubuntu Article

We’re excited to announce the release of MicroK8s 1.16 beta! MicroK8s is a lightweight and reliable Kubernetes cluster delivered as a single snap package – it can be installed on any Linux distribution which supports snaps or Windows and Mac using Multipass. MicroK8s is small and simple to install and is a great way to ...

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