DVC vs. Dataiku Comparison


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About Data Version Control (DVC) is an open source version control system tailored for data science and machine learning projects. It offers a Git-like experience to organize data, models, and experiments, enabling users to manage and version images, audio, video, and text files in storage, and to structure their machine learning modeling process into a reproducible workflow. DVC integrates seamlessly with existing software engineering tools, allowing teams to define any aspect of their machine learning projects, data and model versions, pipelines, and experiments, in human-readable metafiles. This approach facilitates the use of best practices and established engineering toolsets, reducing the gap between data science and software engineering. By leveraging Git, DVC enables versioning and sharing of entire machine learning projects, including source code, configurations, parameters, metrics, data assets, and processes, by committing DVC metafiles as placeholders.	About Dataiku is an advanced data science and machine learning platform designed to enable teams to build, deploy, and manage AI and analytics projects at scale. It empowers users, from data scientists to business analysts, to collaboratively create data pipelines, develop machine learning models, and prepare data using both visual and coding interfaces. Dataiku supports the entire AI lifecycle, offering tools for data preparation, model training, deployment, and monitoring. The platform also includes integrations for advanced capabilities like generative AI, helping organizations innovate and deploy AI solutions across industries.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Machine learning engineers wanting a tool to implement version control, reproducibility, and efficient collaboration in their projects	Audience Data scientists, machine learning engineers, business analysts, and organizations looking to scale and operationalize AI and data science projects across departments and industries
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 4.0 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information iterative.ai Founded: 2018 United States dvc.org	Company Information Dataiku Founded: 2013 France www.dataiku.com
Alternatives DagsHub	Alternatives Vertex AI Google
MLflow	Explorium
Azure Machine Learning Microsoft	Alteryx
Amazon SageMaker Amazon	Databricks Data Intelligence Platform Databricks
TensorFlow View All	IBM Watson Studio IBM View All
Categories ML Experiment Tracking ML Model Deployment ML Model Management	Categories AI Data Analytics AI Gateways AI Governance AI Orchestration Anomaly Detection Artificial Intelligence Data Analysis Data Preparation Data Science Machine Learning ML Model Deployment
	Show More Features Artificial Intelligence Features Chatbot For eCommerce For Healthcare For Sales Image Recognition Machine Learning Multi-Language Natural Language Processing Predictive Analytics Process/Workflow Automation Rules-Based Automation Virtual Personal Assistant (VPA) Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Machine Learning Features Deep Learning ML Algorithm Library Model Training Natural Language Processing (NLP) Predictive Modeling Statistical / Mathematical Tools Templates Visualization
Integrations AWS Marketplace Amazon SageMaker Amazon Web Services (AWS) Apache Hive Azure AI Services Azure Marketplace Cranium DataOps.live HPE Ezmeral HubSpot Customer Platform Hugging Face MeaningCloud Microsoft Azure Modulos AI Governance Platform Okera OpenText Analytics Database (Vertica) Pantomath Snowflake Cortex AI TensorFlow UiPath Show More Integrations View All 2 Integrations	Integrations AWS Marketplace Amazon SageMaker Amazon Web Services (AWS) Apache Hive Azure AI Services Azure Marketplace Cranium DataOps.live HPE Ezmeral HubSpot Customer Platform Hugging Face MeaningCloud Microsoft Azure Modulos AI Governance Platform Okera OpenText Analytics Database (Vertica) Pantomath Snowflake Cortex AI TensorFlow UiPath Show More Integrations View All 35 Integrations
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