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Top 3 Reasons You Need a Model Registry

Today’s data scientists are often asked “How can you ship models to production faster without breaking things?”   Over the past few years, machine learning has seen exponential growth in enterprises. The emergence of tools that automate the model development…

How to Lead Data Science Teams to Collaborate Effectively

To motivate others to achieve the team’s mission and vision, you should possess the potential to motivate the inner prodigy inside you. Yes, you should be willing to learn and guide others to be a learner for life. That is the spirit of the most looked upon…

Serverless for ML Inference on Kubernetes: Panacea or Folly?

This blog post rounds off of our blog series on Serverless Inference for Machine Learning models accompanying our KubeCon 2020 talk: Serverless for ML Inference on Kubernetes: Panacea or Folly? - Manasi Vartak, Verta Inc. We'll be hosting a live replay on…

How to deploy ML models on the Verta Platform

 

How to Deploy ML models with Google Cloud Run

This blog post is part of our series on Serverless Inference for Machine Learning models accompanying our KubeCon 2020 talk: Serverless for ML Inference on Kubernetes: Panacea or Folly? - Manasi Vartak, Verta Inc. We'll be hosting a live replay on December…

How to Deploy ML models with AWS Lambda

This blog post is part of our series on Serverless Inference for Machine Learning models accompanying our KubeCon 2020 talk: Serverless for ML Inference on Kubernetes: Panacea or Folly?  We'll be hosting a live replay on December 2nd at 2 PM ET for anyone…

The third wave of operationalization is here: MLOps

Using machine learning models in products is hard. Most companies fail at extracting value from them because they can't operationalize models properly.

Model Management & Operations Platform for Production Machine Learning

Today, I’m thrilled to announce the formal launch of the Verta Model Management and Operations platform, and Verta’s $10M Series A funding led by Intel Capital. With the Verta Platform, we help data science teams to tame the chaos of brittle and fragmented…

Secure your machine learning platform

  Last week, the security community learned of a big cryptomining campaign that leveraged exposed Kubeflow clusters to mine Monero coins. This attack happened due to publicly exposed dashboards and has sparked a healthy conversation on the security of…

Happy birthday, Git!

Last April, Git celebrated its 15 year anniversary! It has by now become the defacto standard for versioning your code. It made many things much easier to do than its competitors and successfully created a vibrant and still growing ecosystem. However, the…

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