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We create open-source and SaaS developer tools dedicated to advancing machine learning data management. Our journey began with the creation of DVC, that is now an open-source standard for data versioning and reproducibility.

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data version control
git
machine learning
data science
mlops
github actions
gitlab ci
open source
github actions tutorial
data version control dvc
dvc
cml
continuous integration
devops
ci cd
version control in data science
git for data science
git for data scientists
open source
dataops
gitops
ml
gitops tutorial
data engineering
data management

Stats

Joined March 20, 2018
521,945 total views
United States

Featured video

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

53,178 views

6y ago

Videos

Record-Level ML Lineage with Amazon SageMaker AI, MLflow and DVC by lakeFS
57:49
Record-Level ML Lineage with Amazon SageMaker AI, MLflow and DVC by lakeFS

352 views

2w ago

Every AI Agent Tool, Organized Like Chemistry #Shorts
0:16
Every AI Agent Tool, Organized Like Chemistry #Shorts

64 views

2mo ago

A New Chapter for DVC: Passing the Torch to lakeFS
29:24
A New Chapter for DVC: Passing the Torch to lakeFS

361 views

10mo ago

How to Debug Plot Errors in the DVC Extension for VS Code
1:25
How to Debug Plot Errors in the DVC Extension for VS Code

419 views

2y ago

DVC + Git LFS for Seamless Hugging Face Model and Data Versioning
4:00
DVC + Git LFS for Seamless Hugging Face Model and Data Versioning

1,100 views

2y ago

How to NOT get ML Models into Production - Ryan Turner Lightning Talk at MLOps World 2023
5:31
How to NOT get ML Models into Production - Ryan Turner Lightning Talk at MLOps World 2023

459 views

2y ago

Great Practices for Retrieval Augmented Generation (RAG) in Production
36:44
Great Practices for Retrieval Augmented Generation (RAG) in Production

1,800 views

2y ago

Applying GitOps Principles at Every Step of an E2E MLOps Project - A Workshop
1:25:18
Applying GitOps Principles at Every Step of an E2E MLOps Project - A Workshop

882 views

2y ago

DVC Extension for VS Code launches in Product Hunt! šŸŽ‰
0:54
DVC Extension for VS Code launches in Product Hunt! šŸŽ‰

401 views

2y ago

How to Turn Your IDE into a Machine Learning Experimentation Platform with the DVC ext for VS Code
6:44
How to Turn Your IDE into a Machine Learning Experimentation Platform with the DVC ext for VS Code

1,700 views

2y ago

DVC Extension for VS Code Product Update: How to Filter Experiments by Git Tags
1:43
DVC Extension for VS Code Product Update: How to Filter Experiments by Git Tags

235 views

2y ago

DVC Extension for VS Code Product Update: Selecting Multiple Files and Metrics in Plots Wizard
1:39
DVC Extension for VS Code Product Update: Selecting Multiple Files and Metrics in Plots Wizard

201 views

2y ago

MLOps Tutorials

DVCorg
MLOps Tutorial #1: Intro to Continuous Integration for ML
17:45
MLOps Tutorial #1: Intro to Continuous Integration for ML

75,000 views

6y ago

DVCorg
MLOps Tutorial #2: When data is too big for Git
10:52
MLOps Tutorial #2: When data is too big for Git

23,000 views

6y ago

DVCorg
MLOps Tutorial #3: Track ML models with Git & GitHub Actions
14:13
MLOps Tutorial #3: Track ML models with Git & GitHub Actions

25,000 views

6y ago

DVCorg
MLOps Tutorial #4: GitHub Actions with your own GPUs
13:35
MLOps Tutorial #4: GitHub Actions with your own GPUs

14,000 views

6y ago

DVCorg
MLOps Tutorial #5: Automated Testing for Machine Learning
9:57
MLOps Tutorial #5: Automated Testing for Machine Learning

26,000 views

6y ago

DVCorg
MLOps Tutorial #6: Behavioral tests for models with GitHub Actions
14:21
MLOps Tutorial #6: Behavioral tests for models with GitHub Actions

8,900 views

5y ago

DVCorg
MLOps Chat: How Should We Test ML Models? with Data Scientist Jeremy Jordan
25:24
MLOps Chat: How Should We Test ML Models? with Data Scientist Jeremy Jordan

8,000 views

5y ago

DVCorg
MLOps Tutorial #7: GitHub Actions with R for Data Science (put a ggplot in your pull request!)
17:25
MLOps Tutorial #7: GitHub Actions with R for Data Science (put a ggplot in your pull request!)

5,100 views

5y ago

DVCorg
Using DVC Experiments in Transfer Learning
13:22
Using DVC Experiments in Transfer Learning

2,100 views

5y ago

DVCorg
GitOps for ML - How to convert machine learning notebooks to reproducible DVC pipelines
1:31:14
GitOps for ML - How to convert machine learning notebooks to reproducible DVC pipelines

2,900 views

3y ago

DVCorg
Best MLOps Practices for Building End-to-End Machine Learning Computer Vision Projects with Alex Kim
1:31:40
Best MLOps Practices for Building End-to-End Machine Learning Computer Vision Projects with Alex Kim

12,000 views

3y ago

DVCorg
Machine Learning Experiment Tracking with VS Code, Git, and DVC
41:52
Machine Learning Experiment Tracking with VS Code, Git, and DVC

3,700 views

3y ago

Explainers

DVCorg
Version Control for Data Science Explained in 5 Minutes (No Code!)
5:03
Version Control for Data Science Explained in 5 Minutes (No Code!)

53,000 views

6y ago

DVCorg
Run ML projects with automatic cloud Data sync & Spot recovery: Terraform + Iterative (open source)
3:28
Run ML projects with automatic cloud Data sync & Spot recovery: Terraform + Iterative (open source)

2,300 views

4y ago

DVCorg
Model Deployment Made Easy: The Open Source Way!
2:39
Model Deployment Made Easy: The Open Source Way!

1,400 views

4y ago

DVCorg
Machine Learning Experimentation in VS Code: Introducing our DVC Extension for VS Code!
1:55
Machine Learning Experimentation in VS Code: Introducing our DVC Extension for VS Code!

7,900 views

4y ago

DVCorg
Add MLEM for Git-based Machine Learning Model Registry and Deployment
2:17
Add MLEM for Git-based Machine Learning Model Registry and Deployment

1,300 views

4y ago

DVCorg
Everything you need to know about Hashing in DVC
3:08
Everything you need to know about Hashing in DVC

1,100 views

4y ago

DVCorg
DVC Extension for VS Code launches in Product Hunt! šŸŽ‰
0:54
DVC Extension for VS Code launches in Product Hunt! šŸŽ‰

401 views

2y ago

DVC Basics

DVCorg
Versioning Data with DVC (Hands-On Tutorial!)
13:04
Versioning Data with DVC (Hands-On Tutorial!)

88,000 views

6y ago

DVCorg
Sharing Data and Models with DVC (Hands-On Data Science Tutorial!)
8:53
Sharing Data and Models with DVC (Hands-On Data Science Tutorial!)

22,000 views

5y ago

DVCorg
Machine Learning Pipelines with DVC (Hands-On Tutorial!)
10:04
Machine Learning Pipelines with DVC (Hands-On Tutorial!)

25,000 views

5y ago

DVCorg
Machine Learning Experiments with DVC (Hands-On Tutorial!)
7:29
Machine Learning Experiments with DVC (Hands-On Tutorial!)

12,000 views

5y ago

DVCorg
DVC 2.0 release
3:46
DVC 2.0 release

5,300 views

5y ago

Shorts

ML Experiment Versioning with DVC #shorts
ML Experiment Versioning with DVC #shorts

1,400 views