Канал: DVCorg

Large-Scale Data Processing with DataChain

Large-Scale Data Processing with DataChain

Unstructured Data Processing with DataChain: Lineage and Reproducibility

Unstructured Data Processing with DataChain: Lineage and Reproducibility

Unstructured (Audio files) ETL and Analysis with DataChain and Hugging Face

Unstructured (Audio files) ETL and Analysis with DataChain and Hugging Face

Fine-tuning Multimodal Models (CLIP) with DataChain to Match Cartoon Images to Joke Captions

Fine-tuning Multimodal Models (CLIP) with DataChain to Match Cartoon Images to Joke Captions

Scalable PDF Document Processing with DataChain and Unstructured.io

Scalable PDF Document Processing with DataChain and Unstructured.io

Building Ethical AI: Leveraging DVC for Transparency and Trust in LLM Applications

Building Ethical AI: Leveraging DVC for Transparency and Trust in LLM Applications

DataChain Open-Source Release - A new way to manage your Unstructured Data

DataChain Open-Source Release - A new way to manage your Unstructured Data

Achieving Production-level Performance in RAG with DSPy, Parea, and DVC

Achieving Production-level Performance in RAG with DSPy, Parea, and DVC

How to Create Scalable and Distributed Workflows with DVC and Ray

How to Create Scalable and Distributed Workflows with DVC and Ray

Panel Discussion on Regulation and the Imperative for Reproducibility and Standardization in AI/ML

Panel Discussion on Regulation and the Imperative for Reproducibility and Standardization in AI/ML

Computer Vision Data Annotation & Preparation Using DVCx

Computer Vision Data Annotation & Preparation Using DVCx

Expert Insights on Developing Safe, Secure and Trustworthy AI

Expert Insights on Developing Safe, Secure and Trustworthy AI

Data Versioning in Generative AI: A Pathway to Cost-effective ML + Demo

Data Versioning in Generative AI: A Pathway to Cost-effective ML + Demo

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

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

GitOps Best Practices: DVC Studio Model Registry for ML Development

GitOps Best Practices: DVC Studio Model Registry for ML Development

How to Connect to DVC Studio from the DVC Extension for VS Code with Authentication Flow

How to Connect to DVC Studio from the DVC Extension for VS Code with Authentication Flow

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

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

DVC Studio Product Update: Shift Select Feature Added for Bulk Actions!

DVC Studio Product Update: Shift Select Feature Added for Bulk Actions!

New way to Access ML Model Files in DVC Studio - Product Update

New way to Access ML Model Files in DVC Studio - Product Update

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

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

Generative AI Data Chain at Scale

Generative AI Data Chain at Scale

Great Practices for Retrieval Augmented Generation (RAG) in Production

Great Practices for Retrieval Augmented Generation (RAG) in Production

Applying GitOps Principles at Every Step of an E2E MLOps Project - A Workshop

Applying GitOps Principles at Every Step of an E2E MLOps Project - A Workshop

DVC Extension for VS Code launches in Product Hunt! 🎉

DVC Extension for VS Code launches in Product Hunt! 🎉

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

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

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

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

Data Versioning in Generative AI: A Pathway to Cost Effective ML

Data Versioning in Generative AI: A Pathway to Cost Effective ML

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

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

MLOps: The Strategic Compass for AI-Driven Enterprises - Diego Kiedanski at MLOps Community Seattle

MLOps: The Strategic Compass for AI-Driven Enterprises - Diego Kiedanski at MLOps Community Seattle

DVC Extension for VS Code Product Update and Community Contribution: Renaming Experiments

DVC Extension for VS Code Product Update and Community Contribution: Renaming Experiments

DVC Extension for VS Code Product Update: Sort Commits and Experiments by Metrics

DVC Extension for VS Code Product Update: Sort Commits and Experiments by Metrics

DVC Studio Product Update: How to set the Project Start Date to Show Only Recent Commits

DVC Studio Product Update: How to set the Project Start Date to Show Only Recent Commits

DVC Extension for VS Code Update: Plots Wizard

DVC Extension for VS Code Update: Plots Wizard

Empoweing Fast and Reproducible Machine Learning - Denis Stalz-John at Dida Conference 2023

Empoweing Fast and Reproducible Machine Learning - Denis Stalz-John at Dida Conference 2023

DVC Extension for VS Code Product Update: Zoom and Pan on Focused Plots

DVC Extension for VS Code Product Update: Zoom and Pan on Focused Plots

How to Choose a Vector Database

How to Choose a Vector Database

DVC Extension for VS Code: Shareable DVC Studio Machine Learning Experiment Links

DVC Extension for VS Code: Shareable DVC Studio Machine Learning Experiment Links

DVC in Machine Learning Engineering and MLOps Practices

DVC in Machine Learning Engineering and MLOps Practices

DVC Extension for VS Code Update: Epoch Step Slider for Deep Learning Plots

DVC Extension for VS Code Update: Epoch Step Slider for Deep Learning Plots

ZnTrack: DVC Machine Learning Pipelines in Python and Jupyter Notebooks

ZnTrack: DVC Machine Learning Pipelines in Python and Jupyter Notebooks

Data Versioning: Towards Reproducibility in Machine Learning - Nicolás Eiris - TryoLabs

Data Versioning: Towards Reproducibility in Machine Learning - Nicolás Eiris - TryoLabs

Transforming a Jupyter Notebook into a Reproducible Pipeline for ML Experiments

Transforming a Jupyter Notebook into a Reproducible Pipeline for ML Experiments

Machine Learning Experiment Tracking with VS Code, Git, and DVC

Machine Learning Experiment Tracking with VS Code, Git, and DVC

DVC Extension for VS Code: How to Organize Columns in the ML Experiments Table

DVC Extension for VS Code: How to Organize Columns in the ML Experiments Table

Machine Learning Experiments with DVC Studio

Machine Learning Experiments with DVC Studio

From Notebook to Pipeline in No Time with LineaPy and DVC - Thomas Fraunholz at PyData Berlin

From Notebook to Pipeline in No Time with LineaPy and DVC - Thomas Fraunholz at PyData Berlin

Recap of the 2023 Conference on Computer Vision and Pattern Recognition - Vancouver

Recap of the 2023 Conference on Computer Vision and Pattern Recognition - Vancouver

Reaching the next level of machine learning experiment tracking & maturation with the DVC 3.0 Stack

Reaching the next level of machine learning experiment tracking & maturation with the DVC 3.0 Stack

Leverage the Power of Git for Machine Learning with DVC Studio Model Registry

Leverage the Power of Git for Machine Learning with DVC Studio Model Registry

Introducing Machine Learning Cloud Computing Experiments with DVC Studio

Introducing Machine Learning Cloud Computing Experiments with DVC Studio

Becoming a Pokémon Master with DVC: Reproducible Machine Learning Experiments | Rob De Wit

Becoming a Pokémon Master with DVC: Reproducible Machine Learning Experiments | Rob De Wit

How to Pull Only the Machine Learning Pipeline Data You Need - DVC Product Update

How to Pull Only the Machine Learning Pipeline Data You Need - DVC Product Update

How to Use DVC for Applications in ML Drug Discovery Pipelines| Estefania Barreto-Ojeda | PyData NYC

How to Use DVC for Applications in ML Drug Discovery Pipelines| Estefania Barreto-Ojeda | PyData NYC

Best MLOps Practices for Building End-to-End Machine Learning Computer Vision Projects with Alex Kim

Best MLOps Practices for Building End-to-End Machine Learning Computer Vision Projects with Alex Kim

Tweet Sentiment Analyzer with DVC and Huggingface

Tweet Sentiment Analyzer with DVC and Huggingface

Community Spotlight - Matt Squire: Zero to MLOps Hero: How to be more awesome through open source

Community Spotlight - Matt Squire: Zero to MLOps Hero: How to be more awesome through open source

DVC Extension for VS Code Product update - Viewing More or less commits in your ML Experimentation

DVC Extension for VS Code Product update - Viewing More or less commits in your ML Experimentation

Community Spotlight - Continuous Machine Learning at Billie: Using CML for training financial data

Community Spotlight - Continuous Machine Learning at Billie: Using CML for training financial data

DVC Extension for VS Code Product Update: Plot Error Notification added

DVC Extension for VS Code Product Update: Plot Error Notification added

Community Spotlight - Build Data Validation and Model Monitoring Pipelines with DVC and Evidently AI

Community Spotlight - Build Data Validation and Model Monitoring Pipelines with DVC and Evidently AI

DVC Product Update: DVC and Optuna Integration

DVC Product Update: DVC and Optuna Integration

Community Spotlight: Tezan Sahu - How to use DVC, PyCaret and FastAPI for Machine Learning Workflow

Community Spotlight: Tezan Sahu - How to use DVC, PyCaret and FastAPI for Machine Learning Workflow

DVC Extension for VS Code Product Update: How to Adjust the Size of your Plots

DVC Extension for VS Code Product Update: How to Adjust the Size of your Plots

GitOps for ML - How to convert machine learning notebooks to reproducible DVC pipelines

GitOps for ML - How to convert machine learning notebooks to reproducible DVC pipelines

Product Update: DVC Extension for VS Code - New Custom Plots Function!

Product Update: DVC Extension for VS Code - New Custom Plots Function!

Continuous Computer Vision with DVC, CML, and DeepChecks at DeepXHub.com

Continuous Computer Vision with DVC, CML, and DeepChecks at DeepXHub.com

Iterative Studio Product Update - Save Experiment Table to CSV and New Plots Functionality!

Iterative Studio Product Update - Save Experiment Table to CSV and New Plots Functionality!

DVC Extension for VS Code: Share Experiments to Iterative Studio

DVC Extension for VS Code: Share Experiments to Iterative Studio

Iterative Studio Model Registry Demo - A GitOps Approach to Model Registry

Iterative Studio Model Registry Demo - A GitOps Approach to Model Registry

Designing a Model Registry with Legacy Systems Using DVC and GTO with Francecso Calcavecchia

Designing a Model Registry with Legacy Systems Using DVC and GTO with Francecso Calcavecchia

DVC Cloud Versioning Demo

DVC Cloud Versioning Demo

Painless Cloud Experiments without Leaving Your IDE - CI/CD for Machine Learning

Painless Cloud Experiments without Leaving Your IDE - CI/CD for Machine Learning

Real Time Live Metrics in Remote Deep Learning Experimentation with Iterative Studio and CML

Real Time Live Metrics in Remote Deep Learning Experimentation with Iterative Studio and CML

Real Time Live Metrics & Sharing for Long Running Experiments in Iterative Studio

Real Time Live Metrics & Sharing for Long Running Experiments in Iterative Studio

Machine Learning Experimentation with DVC and VS Code

Machine Learning Experimentation with DVC and VS Code

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

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

Community Spotlight: Running Parallel Pipelines with DVC and TPI by Sami Jawhar

Community Spotlight: Running Parallel Pipelines with DVC and TPI by Sami Jawhar

Collaboration Challenges in ML-Enabled Systems with Nadia Nahar

Collaboration Challenges in ML-Enabled Systems with Nadia Nahar

Everything you need to know about Hashing in DVC

Everything you need to know about Hashing in DVC

Making MLOps Uncool Again - Workshop with David de la Iglesia Castro at ODSC East

Making MLOps Uncool Again - Workshop with David de la Iglesia Castro at ODSC East

Git-based Model Registry: Introducing Iterative Model Registry!

Git-based Model Registry: Introducing Iterative Model Registry!

Assign a Stage in Iterative Studio Model Registry

Assign a Stage in Iterative Studio Model Registry

MLEM: Open-Source, Git-based Machine Learning Model Registry and Deployment Demo

MLEM: Open-Source, Git-based Machine Learning Model Registry and Deployment Demo

Add MLEM for Git-based Machine Learning Model Registry and Deployment

Add MLEM for Git-based Machine Learning Model Registry and Deployment

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

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

Model Deployment Made Easy: The Open Source Way!

Model Deployment Made Easy: The Open Source Way!

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

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

Iterative Tools for Data Scientists and Analysts Welcome Video

Iterative Tools for Data Scientists and Analysts Welcome Video

ML Experiment Versioning with DVC #shorts

ML Experiment Versioning with DVC #shorts

ML Experiment Versioning: Don't just Track your Machine Learning Experiments, Version Them with DVC!

ML Experiment Versioning: Don't just Track your Machine Learning Experiments, Version Them with DVC!

Iterative Tools Office Hours: MLOps Tool Stack including DVC and CML at Continuum Industries

Iterative Tools Office Hours: MLOps Tool Stack including DVC and CML at Continuum Industries

Using DVC Experiments in Transfer Learning

Using DVC Experiments in Transfer Learning

MLOps Office Hours by iterative.ai - Using DVC Experiments for Transfer Learning

MLOps Office Hours by iterative.ai - Using DVC Experiments for Transfer Learning

Tuning Hyperparameters Using Grid Search and Random Search with DVC

Tuning Hyperparameters Using Grid Search and Random Search with DVC

DVC August Office Hours Meetup - DVC + @streamlitofficial = ❤️

DVC August Office Hours Meetup - DVC + @streamlitofficial = ❤️

Community Spotlight: João Santiago - dvthis: Using DVC with R

Community Spotlight: João Santiago - dvthis: Using DVC with R

Managing Machine Learning Experiments with DVC

Managing Machine Learning Experiments with DVC

Logging Deep Learning Checkpoints and Resuming Training from Checkpoint with DVC

Logging Deep Learning Checkpoints and Resuming Training from Checkpoint with DVC

Community Spotlight: Sami Jawhar - Machine Learning Experiment Use Cases with DVC

Community Spotlight: Sami Jawhar - Machine Learning Experiment Use Cases with DVC

DVC Metrics

DVC Metrics

May 2021 Office Hours Meetup - Community DVC Use Cases and New CML Pull Request Features

May 2021 Office Hours Meetup - Community DVC Use Cases and New CML Pull Request Features

April Office Hours Meetup - Pipelines, CML, DVC use in Longevity Research

April Office Hours Meetup - Pipelines, CML, DVC use in Longevity Research

Reproducible ML Experiments with Git and DVC

Reproducible ML Experiments with Git and DVC

Machine Learning Process Automation with Iterative Studio

Machine Learning Process Automation with Iterative Studio

Machine Learning Software Engineering Stack for Teams with Iterative Studio

Machine Learning Software Engineering Stack for Teams with Iterative Studio

Meetup031821

Meetup031821

DVC 2.0 release

DVC 2.0 release

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

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

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

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

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

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

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

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

Sharing Data and Models with DVC (Hands-On Data Science Tutorial!)

Sharing Data and Models with DVC (Hands-On Data Science Tutorial!)

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

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

Versioning Data with DVC (Hands-On Tutorial!)

Versioning Data with DVC (Hands-On Tutorial!)

MLOps Tutorial #5: Automated Testing for Machine Learning

MLOps Tutorial #5: Automated Testing for Machine Learning

DVC Open Source Contributor Meetup (September 2020)

DVC Open Source Contributor Meetup (September 2020)

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

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

MLOps Tutorial #4: GitHub Actions with your own GPUs

MLOps Tutorial #4: GitHub Actions with your own GPUs

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

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

DVC July '20 Meetup

DVC July '20 Meetup

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

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

MLOps Tutorial #1: Intro to Continuous Integration for ML

MLOps Tutorial #1: Intro to Continuous Integration for ML

CML - CI/CD for Machine Learning with GitHub Actions & GitLab CI

CML - CI/CD for Machine Learning with GitHub Actions & GitLab CI

Open-source tools to version control ML models and experiments by DVC.org and Standard Cognition.

Open-source tools to version control ML models and experiments by DVC.org and Standard Cognition.

Data Version Control - Machine Learning Time Travel

Data Version Control - Machine Learning Time Travel