Machine Learning: Digital against Covid-19
There are moments in history when the direction of our future changes. Digitization offers important opportunities to effectively counter Covid-19. A1 Digital supports research institutions with the possibility to use the A1 Digital Machine Learning Platform powered by BigML for up to 6 months free of charge for Covid-19 research activities. Let’s change the world for the better together with Machine Learning! We are convinced of the promise of Machine Learning that it will change the world for the better.
Digital against Covid-19: The A1 Digital Machine Learning Platform
The A1 Digital Machine Learning Platform powered by BigML allows you to create and validate models for prediction, clustering, classification, anomaly detection and association quickly and easily.
It does not matter whether your institution works on analytical models in medical, economic, or social areas. We provide our platform free of charge for the next 6 months.
Data security is important to us: The platform runs on Exoscale, our secure and GDPR compliant cloud platform in Europe.
The offer is limited to a number of qualified institutions. Please register your organisation/team under this link with a description of your organisation in terms of COVID-19 control. We will get back to you.
This is the A1 Digital Machine Learning Platform
With the A1 Digital Machine Learning Platform powered by BigML, it is possible to automate every step needed to create, deploy, and maintain high performing algorithms. Accurate predictions, intelligent visualizations and intuitive modeling functionality enables researchers to identify and exploit insights and trends.
Democratization of Machine Learning
The platform is usable without previous knowledge and built for all skill levels - from beginners to advanced data scientists. In addition, A1 Digital and BigML provide training materials free of charge.
It is easy to solve and automate machine learning processes such as:
• Regression (trees, ensembles, linear regressions, logistic regressions, deepnets)
• Time Series Forecasting
• Cluster Analysis
• Anomaly Detection
• Association Discovery
• Topic Modeling
• Principal Component Analysis (PCA)
Interpretable & Exportable Models
All predictive models come with an interactive visualization and explainability features that make them interpretable. They can be exported and used to serve local, offline predictions or be instantaneously deployed as part of distributed, real-time applications.
Visualizations such as Partial Dependence Plots effectively generate and display thousands of model predictions at a glance while Prediction Explanations and Field Importances shed light on factors driving individual predictions.
All models are fully exportable via JSON PML (and PMML) and can be used from all popular programming languages. This means you can seamlessly plug your models into your applications or other services.
Programmable & Repeatable
Machine Learning models can be built and integrated using the REST API and bindings in different languages such as Python, Node.js, Ruby, Java, Swift and more.
All created resources are immutable and stored with a unique ID and the creation parameters, which enables you to track any Machine Learning workflow at any time.
Granular record-keeping and transparency make it possible to reproduce results and are crucial to meet regulatory and audit compliance requirements.
Instead of time-consuming work of hand-tuning models or executing complex workflows one can use the one-click menu options in the dashboard or single API calls.
Automatic optimization for model selection and parameterization of classification and regression algorithms save a lot of time by creating and evaluating hundreds of models to find the best performing ones.
Convert your workflows into reusable scripts in a single click.
Screenshots of the platform
Privacy & Collaboration
Every user has a private Dashboard and all resources created on it or via the API are secure and private. All connections to the platform use HTTPS, ensuring the security of user data and communications. The A1 Digital and BigML teams do not have access to any data in the system unless the user provides explicit consent.
Organizations: You also have the possibility to create a so-called organization for your team on the platform. This provides you and your team with a shared workspace to access projects and resources together.
Security: The Machine Learning Platform is ISO certified and runs on the European Cloud Exoscale. Highest security standards and GDPR conformity are guaranteed.