What Is Data Version Control Continuous Machine Learning Dmitry Petrov

What Is Data Version Control Continuous Machine Learning Dmitry Petrov Information Guide

  1. Overview to What Is Data Version Control Continuous Machine Learning Dmitry Petrov
  2. Main Features
  3. Recent Updates
  4. Full Guide
  5. Conclusion

Overview to What Is Data Version Control Continuous Machine Learning Dmitry Petrov

Based in San Francisco, Iterative.ai is the company behind the development of DVC and CML, open- In this code-free, five-minute explainer for complete beginners, we'll teach you about This tutorial is for total beginners to get started using DVC and www.pydata.org PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData ... Model registries are a key tool in addressing challenges around the ML lifecycle of models. They allow you to register, In this session, Alex Kim, teaches us how to manage and make your

Main Features

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Recent Updates

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Dmitry Petrov: Machine Learning Models Versioning Using Open Source Tools | PyData LA 2019
DVC: data versioning and ML experiments on top of Git, Dmitry Petrov
Dmitry Petrov: DataOps & ML automation with DVC
Dmitry Petrov: Open Data Science Open Source. DVC & CML
Data Version Control using DVC | DVC in MLOPS | MLOps Basics in Machine Learning
Hands-on with DVC | Data Versioning in MLOps
Data versioning in machine learning projects dmitry petrov
DVC Data Versioning and ML Experiments on Top of Git
Alessia Marcolini: Version Control for Data Science | PyData Berlin 2019
Version Control with DVC in a nutshell 🥜 (No Code!)
Why you need a GitOps-based Model Registry - Dmitry Petrov - Ai4 2022
Machine Learning Data Version Control (DVC): Reproducibility and Collaboration in your ML Projects

Full Guide

Data is compiled from public records and verified media reports.

Last Updated: May 21, 2026

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What Is Data Version Control & Continuous Machine Learning | Dmitry Petrov

What Is Data Version Control & Continuous Machine Learning | Dmitry Petrov

Based in San Francisco, Iterative.ai is the company behind the development of DVC and CML, open-

Editorial 17:10 191 views 17 Februari 2026

Data versioning in machine learning projects - Dmitry Petrov

Data versioning in machine learning projects - Dmitry Petrov

PyData Berlin 2018 In

Editorial 34:45 11,148 views 24 Maret 2026

Version Control for Data Science Explained in 5 Minutes (No Code!)

Version Control for Data Science Explained in 5 Minutes

In this code-free, five-minute explainer for complete beginners, we'll teach you about

Editorial 5:03 51,868 views 07 Desember 2025

Versioning Data with DVC (Hands-On Tutorial!)

Versioning Data with DVC

This tutorial is for total beginners to get started using DVC and

Editorial 13:04 84,181 views 18 Juli 2025

Dmitry Petrov: Machine Learning Models Versioning Using Open Source Tools | PyData LA 2019

Dmitry Petrov: Machine Learning Models Versioning Using Open Source Tools | PyData LA 2019

www.pydata.org PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData ...

Editorial 32:11 788 views 20 November 2025

DVC: data versioning and ML experiments on top of Git, Dmitry Petrov

DVC: data versioning and ML experiments on top of Git, Dmitry Petrov

DVC:

Editorial 24:55 674 views 17 September 2025

Dmitry Petrov: DataOps & ML automation with DVC

Dmitry Petrov: DataOps & ML automation with DVC

Data

Editorial 23:17 598 views 28 Januari 2026

Dmitry Petrov: Open Data Science Open Source. DVC & CML

Dmitry Petrov: Open Data Science Open Source. DVC & CML

Data

Editorial 9:08 336 views 03 Juli 2025

Data Version Control using DVC | DVC in MLOPS | MLOps Basics in Machine Learning

Data Version Control using DVC | DVC in MLOPS | MLOps Basics in Machine Learning

Data Version Control

Editorial 17:05 5,214 views 18 Maret 2026

Hands-on with DVC | Data Versioning in MLOps

Hands-on with DVC | Data Versioning in MLOps

What is DVC and how do you use it in a project?

Editorial 17:13 11,083 views 29 April 2026

Data versioning in machine learning projects dmitry petrov

Data versioning in machine learning projects dmitry petrov

Download 1M+ code from https://codegive.com/eb1dacc

Editorial 17:57 1 views 30 April 2026

DVC  Data Versioning and ML Experiments on Top of Git

DVC Data Versioning and ML Experiments on Top of Git

Dmitry Petrov

Editorial 34:49 81 views 28 September 2025

Alessia Marcolini: Version Control for Data Science | PyData Berlin 2019

Alessia Marcolini: Version Control for Data Science | PyData Berlin 2019

Speaker: Alessia Marcolini Track:PyData Are you

Editorial 24:49 724 views 05 Januari 2026

Version Control with DVC in a nutshell 🥜  (No Code!)

Version Control with DVC in a nutshell 🥜

DVC is the most widely adopted open-

Editorial 8:20 8,089 views 14 Februari 2026

Why you need a GitOps-based Model Registry - Dmitry Petrov - Ai4 2022

Why you need a GitOps-based Model Registry - Dmitry Petrov - Ai4 2022

Model registries are a key tool in addressing challenges around the ML lifecycle of models. They allow you to register,

Editorial 19:19 342 views 23 Januari 2026

Machine Learning Data Version Control (DVC): Reproducibility and Collaboration in your ML Projects

Machine Learning Data Version Control : Reproducibility and Collaboration in your ML Projects

In this session, Alex Kim, teaches us how to manage and make your

Editorial 39:16 1,342 views 27 Mei 2025

MLOps Meetup #19 // DataOps and Data Versioning in ML // Dmitry Petrov

MLOps Meetup #19 // DataOps and Data Versioning in ML // Dmitry Petrov

DataOps and

Editorial 1:01:55 680 views 09 Mei 2026

Machine Learning Pipelines with DVC (Hands-On Tutorial!)

Machine Learning Pipelines with DVC

This tutorial is for total beginners to get started using DVC and

Editorial 10:04 24,854 views 22 Desember 2025

How to manage model and data versions

How to manage model and data versions

Managing

Editorial 4:53 8,175 views 05 September 2025