Machine Learning service
Accelerate the end-to-end machine learning lifecycle
Streamline the building, training and deployment of machine learning models. Bring machine learning models to market faster using the tools and frameworks of your choice, increase productivity using automated machine learning and innovate on a secure, enterprise-ready platform.
Access simplified machine learning
Rapidly build and deploy machine learning models using tools that meet your needs across skill levels, from no-code to code-first experiences. Use a visual drag-and-drop interface, a hosted notebook environment or automated machine learning. Accelerate model development with automated feature engineering, algorithm selection and hyperparameter sweeping. Get built-in support for familiar open-source tools and frameworks, including ONNX, Python, PyTorch, scikit-learn and TensorFlow.
Innovate faster with robust MLOps
MLOps—DevOps for machine learning—streamlines the end-to-end lifecycle, from data preparation to deployment and monitoring. Simplify your workflows and increase efficiency using machine learning pipelines. Take advantage of continuous integration and continuous delivery (CI/CD) for ease of support and maintenance while improving model quality over time. Manage your model artifacts from a central portal and monitor the performance of deployed models.
SQL Data Warehouse
Unlock new insights from your data with iT1 SQL Data Warehouse, a fully managed cloud data warehouse for enterprises of any size that combines lightning-fast query performance with industry-leading data security. Optimise workloads by elastically
scaling your resources in minutes. Get unlimited storage, automated administration and built-in auditing and threat detection.
SQL Data Warehouse is supported by a broad ecosystem of partners, including data preparation, ingestion service and visualisation tool providers.
Built on the Microsoft SQL engine, SQL Data Warehouse provides breakthrough query performance in the cloud for the most complex and critical workloads.
Accelerate data integration
Integrate data silos with iT1 Data Factory, a service built for all data integration needs and skill levels. Easily construct ETL and ELT processes code-free within the intuitive visual environment or write your own code. Visually integrate data sources using more than 80 natively built and maintenance-free connectors at no added cost. Focus on your data—the serverless integration service does the rest.
Improve productivity with shorter time to market
Develop simple and comprehensive ETL and ELT processes without coding or maintenance. Ingest, move, prepare, transform and process your data in a few clicks and complete your data modelling within the accessible visual environment. The managed Apache Spark™ service in Azure Databricks takes care of code generation and maintenance.
Transfer data using prebuilt connectors
Access the ever-expanding portfolio of more than 80 prebuilt connectors—including Azure data services, on-premises data sources, Amazon S3 and Redshift and Google Big Query¬—
at no additional cost. Data Factory provides efficient and resilient data transfer by using the full capacity of underlying network bandwidth, delivering up to 1.5 GB/s throughout.
The best destination for big data analytics and AI with Apache Spark
Unlock insights from all your data and build artificial intelligence (AI) solutions with iT1 Databricks, set up your Apache Spark™ environment in minutes, autoscale and collaborate on shared projects in an interactive workspace. iT1 Databricks supports Python, Scala, R, Java and SQL, as well as data science frameworks and libraries including TensorFlow, PyTorch and scikit-learn
Start quickly with an optimised Apache Spark environment
iT1 Databricks provides the latest versions of Apache Spark and allows you to seamlessly integrate with open source libraries. Spin up clusters and build quickly in a fully managed Apache Spark environment with the global scale and availability of iT1. Clusters are set up, configured and fine-tuned to ensure reliability and performance without the need for monitoring. Take advantage of autoscaling and auto-termination to improve total cost of ownership (TCO).
Boost productivity with a shared workspace and common languages
Collaborate effectively on shared projects using the interactive workspace and notebook experience, whether you are a data engineer, data scientist or business analyst. Build with your choice of language, including Python, Scala, R and SQL. Get easy version control of notebooks with GitHub and iT1 DevOps.
Turbocharge machine learning on big data
Access advanced automated machine learning capabilities using the integrated iT1 Machine Learning service to quickly identify suitable algorithms and hyperparameters. Simplify management, monitoring and updating of machine learning models deployed from the cloud to the edge. Azure Machine Learning service also provides a central registry for your experiments, machine learning pipelines and models.
Get high-performance modern data warehousing
Modernise your data warehouse in the cloud for unmatched levels of performance and scalability. Combine data at any scale and get insights through analytical dashboards and operational reports. Automate data movement using iT1 Data Factory, load data into Azure
Data Lake Storage, transform and clean it using Azure Databricks and then make it available for visualisation using iT1 SQL Data Warehouse.
Power BI is a business analytics service that delivers insights to enable fast, informed decisions.
- Transform data into stunning visuals and share them with colleagues on any device.
- Visually explore and analyze data—on-premises and in the cloud—all in one view.
- Collaborate on and share customized dashboards and interactive reports.
- Scale across your organization with built-in governance and security.
Why choose Power BI
Meet your self-service and enterprise analytics needs with one of the largest business intelligence clouds in the world. Explore how industry-leading AI and continuous user-driven innovation help you turn data into insights across your organization at scale.
Power BI Embedded
Help your customers access the data they need to make better decisions—from within your app. When you use Power BI Embedded on iT1, our API set makes it easy to embed analytics, even if you’ve already designed your app.