yochze – Medium

yochze
in
Towards Data Science

The cost of “computational debt” in machine learning infrastructure

How to maximize the utilization and scalability of your ML servers

6 min readSep 30, 2020

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https://cnvrg.io/wp-content/uploads/2020/09/cnvrg_ML_Infrastructure_Dashboard-03.png

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yochze
in
Towards Data Science

Training ML models directly from GitHub

In this post, I’ll show you how you can train machine learning models directly from GitHub. I originally presented this workshop at GitHub…

3 min readMay 11, 2020

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Training ML models directly from GitHub

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yochze

Machine Learning Pipelines with Human Validations

End-to-end machine learning and pipeline automation is a popular topic these days in the data science and engineering community. Companies…

4 min readMay 11, 2020

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Machine Learning Pipelines with Human Validations

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yochze

Why we decided to release a free ML platform to the data science community

The making of cnvrg CORE, a platform helping data scientists get back to the core of data science — algorithms

5 min readApr 1, 2020

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Why we decided to release a free ML platform to the data science community

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yochze
in
Towards Data Science

5 Considerations Before Building an In-House Data Science Platform

My business partner and I started almost 7 years ago as data science consultants helping enterprises incorporate AI into their business…

6 min readJan 20, 2020

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5 Considerations Before Building an In-House Data Science Platform

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yochze
in
Towards Data Science

How to compile TensorFlow 1.12 on Ubuntu 16.04 using Docker

This tutorial will help you set up TensorFlow 1.12 on Ubuntu 16.04 with a GPU using Docker and nvidia-docker.

4 min readSep 15, 2019

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How to compile TensorFlow 1.12 on Ubuntu 16.04 using Docker

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yochze
in
Towards Data Science

How to apply continual learning to your machine learning models

Improve model accuracy and strengthen performance with continual learning

8 min readJul 11, 2019

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How to apply continual learning to your machine learning models

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yochze

yochze

Yochay is an expert data scientist and the CEO and Co-founder of cnvrg.io, a data science platform helping teams manage, build and automate machine learning.

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