Case Study

Learn how Iguazio provided Quadient with an out-of-the-box data science platform and next-level MLOps automation capabilities, saving their data scientists and developers precious time and resources

THE IGUAZIO DATA SCIENCE PLATFORM POWERS

End-to-End Machine
Learning Pipelines

Meet the platform that automates and accelerates complete machine learning workflows, cutting the time to impact of your data science creations.

Collection
Preparation
Model Training
Deployment

Dive Into the
Machine Learning Pipeline

Automate the entire pipeline from data collection, data preparation and model training to deployment and monitoring in production

Collect and Enrich Data from Any Source

Collect and Enrich Data from Any Source

Ingest in real-time multi-model data at scale, including event-driven streaming, time series, NoSQL, SQL and files.

Prepare Online and Offline Data at Scale

Prepare Online and Offline Data at Scale

Explore and manipulate online and offline data at scale, powered by Iguazio's real-time data layer and using your favorite data science and analytics frameworks, already pre-installed in the platform.

Accelerate and Automate Model Training

Accelerate and Automate Model Training

Continuously train models in a production-like environment, dynamically scaling GPUs and managed machine learning frameworks.

Deploy in Seconds

Deploy in Seconds

Deploy models and APIs from a Jupyter notebook or IDE to production in just a few clicks and continuously monitor model performance.

Machine Learning
Pipeline Orchestration

Machine Learning Pipeline Orchestration

Workflow Management

Streamline the process of data preparation, training, validation and deployment to operationalize your models with Kubeflow integration

Experiment Tracking

Automatically track code, metadata, inputs and outputs of executions with MLRun and easily reproduce results

AutoML

Run multiple experiments in parallel and automatically select the best result

Start Making
True Business Impact

Iguazio’s Data Science
Platform Layers

Pipeline Orchestration

Manage your workflow end to-end using a user-friendly environment, featuring fully integrated workflow management, experiment tracking and AutoML tools

Serverless Automation

Build, train, optimize and automatically deploy from a serverless environment with managed services, whether it’s streaming, analytics, deep learning or event-driven apps

Real-Time Data Layer

Normalize, access, explore and manipulate fresh and historical data of all types, including event-driven streaming, time series, NoSQL, SQL and files at the highest performance

Deploy Anywhere

With Iguazio, your machine learning applications deploy seamlessly and naturally to the cloud, multi-cloud, on-premises, edge, or anywhere your business lives.

Benefits

End-to-End Solution

End-to-End Solution

Integrated and Open

Integrated and Open

Performance at Scale

Performance at Scale

Deployed Anywhere

Deployed Anywhere

Learn More

Data Science Platform Tutorials

Tutorial

Get started with a comprehensive video tutorial

Data Science Platform Documentation

Documentation

Access overviews, tutorials, references and guides