Dmitry Petrov – Medium

Dmitry Petrov

Dmitry Petrov
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Data Version Control

ML best practices in PyTorch dev conf 2018

In the Machine Learning (ML) field tools and techniques for best practices are just starting to be developed. At the PyTorch developer…

Oct 18, 2018

ML best practices in PyTorch dev conf 2018

Oct 18, 2018

Dmitry Petrov
in
Data Version Control

Data Version Control Tutorial

UPDATE 3/4/2019: Code examples in this tutorial are outdated. Please use the updated tutorial https://dvc.org/doc/tutorial

Mar 20, 2018

Data Version Control Tutorial

Mar 20, 2018

Dmitry Petrov
in
Data Version Control

DVC 0.8.5 release

New minor DVC release 0.8.5 is available.

Jun 20, 2017

Jun 20, 2017

Dmitry Petrov
in
Data Version Control

How A Data Scientist Can Improve His Productivity

Data science and machine learning are iterative processes. It is never possible to successfully complete a data science project in a single…

May 15, 2017

How A Data Scientist Can Improve His Productivity

May 15, 2017

Dmitry Petrov
in
Data Version Control

Data Version Control beta release: iterative machine learning

UPDATE: This blog post uses outdated DVC release 0.8. New tutorial — Data Version Control Tutorial. New project web site: dvc.org.

May 4, 2017

Data Version Control beta release: iterative machine learning

May 4, 2017

Dmitry Petrov
in
FullStackML

Wavelet image hash in Python

Jul 2, 2016

lenna

Jul 2, 2016

Dmitry Petrov
in
FullStackML

How to check hypotheses with bootstrap and Apache Spark?

Jan 19, 2016

How to check hypotheses with bootstrap and Apache Spark?

Jan 19, 2016

Dmitry Petrov
in
FullStackML

How to export data-frame from Apache Spark

Dec 21, 2015

How to export data-frame from Apache Spark

Dec 21, 2015

Dmitry Petrov
in
FullStackML

How Much Memory Does A Data Scientist Need?

Dec 7, 2015

memory-size

Dec 7, 2015

Dmitry Petrov
in
FullStackML

Where to find terabyte-size dataset for machine learning

Nov 24, 2015

Where to find terabyte-size dataset for machine learning

Nov 24, 2015

Dmitry Petrov

Dmitry Petrov

Creator of http://dvc.org — Git for ML. Ex-Data Scientist @Microsoft. PhD in CS. Making jokes with a serious face.

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