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Dmitry Petrov
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  • San Francisco Bay Area, CA
  • United States
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Latest Activity

Dmitry Petrov liked Marija Zoldin's blog post Best practices of orchestrating Python and R code in ML projects
Nov 11
Dmitry Petrov replied to David P. Jurist's discussion What home computer platform do you recommend for a data science practitioner?
"As far as I know - there is no way to use CUDA on Mac Book Pro properly. I personally, did not buy the GPU version of Mac Book Pro for this reason. But it was 2 years ago - I don't know much about new Mac laptops."
Oct 23

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Data Scientist. Created . Ex-Data Scientist @Microsoft. Ex-Researcher. PhD in CS. Blogger at
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Dmitry Petrov's Blog

Data Version Control: iterative machine learning

Posted on May 14, 2017 at 9:00pm 0 Comments

It is hardly possible in real life to develop a good machine learning model in a single pass. ML modeling is an iterative process and it is extremely important to keep track of your steps, dependencies between the steps, dependencies between your code and data files and all code running arguments. This becomes even more important and complicated in a team environment where data scientists’ collaboration takes a serious amount of the team’s…


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