April, 2014

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Kaggle competition tips and summaries

Data Science and Beyond

Over the years, I’ve participated in a few Kaggle competitions and wrote a bit about my experiences. This page contains pointers to all my posts, and will be updated if/when I participate in more competitions.

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NOS 4.0 Cluster Health – Preemptive Disk Failure Alerting for the ROBO

Nutanix

Prior to 4.0 Nutanix would track disk errors and eventually mark the drive offline and rebuild the data if the drive was failing. Cluster Health allows the end user to get insight into whats going on before the drive is marked offline.

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Dear Avinash: Your Digital Marketing + Analytics Challenges Answered

Occam's Razor

'Every once in a while I take a pause and answer your questions, your burning questions (!), about digital marketing and analytics. I'd requested you to submit questions on my Facebook or Google+ pages and am always delighted at the wide range of challenges you share. For some answers, What is Avinash's typical day like? Hour-by-hour report please. :)?

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NOS 4.0 Cluster Health – Slices & Dices

Nutanix

It slices and it dices! Nutanix Cluster Health is a new feature that will be another great asset in maintaining availability for your Tier 1 workloads. Cluster Health allows the ability to monitor and visually see the overall health of cluster nodes, VMs and disks from a variety of different views.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Nutanix OS 4.0 Brings Web-scale Infrastructure to the Enterprise

Nutanix

It’s an exciting day for Nutanix, one that marks a significant milestone in the company’s journey to disrupt the traditional enterprise IT market. Today, we announced the fourth major release of the Nutanix Operating System, the intelligent software powering the Nutanix Virtual Computing Platform.