Comprehensive Machine Learning Platform
SlicingDice's machine learning module powered by BigML provides a selection of robustly-engineered Machine Learning algorithms proven to solve real world problems by applying a single, standardized framework across your company. Avoid dependencies on many disparate libraries that increase complexity, maintenance costs, and technical debt in your projects. SlicingDice facilitates unlimited predictive applications across industries including aerospace, automotive, energy, entertainment, financial services, food, healthcare, IoT, pharmaceutical, transportation, telecommunications, and more.
Classification and regression (trees, ensembles, logistic regressions, deepnets), and time series forecasting.
Cluster analysis, anomaly detection, topic modeling, association discovery, and Principal Component Analysis (PCA).
Interpretable & Exportable Models
All predictive models on SlicingDice come with an interactive visualization and explainability features that make them interpretable. They can be exported and used to serve local, offline predictions on any edge computing device or be instantaneously deployed as part of distributed, real-time production 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.
SlicingDice 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 web, mobile or IoT applications or services such as Google Sheets, Amazon Echo, Zapier, and more.
Rapidly bring your predictive modeling tasks to production through effective automation. SlicingDice turns the difficult, time-consuming work of hand-tuning models or executing complex workflows into one-click menu options or single API calls.
Automatic optimization for model selection and parameterization of classification and regression algorithms saves you a lot of time by creating and evaluating hundreds of models to find the best performing ones.
A domain-specific language for automating complex workflows, implementing high-level Machine Learning algorithms, and easily sharing them with others.
Convert your workflows into reusable scripts in a single click.
Predictions based on all your data.
Our Machine Learning module can help any organization understand more about their customers and predict future outcomes using all the data available.
Don’t worry about integration, maintenance, backups, sharding, partitioning or any configuration. Focus on extracting insightful predictions with your data.
Scale with your needs.
No configuring or tuning for scaling your models. Simply insert as much data as you want and let the system handle it for you.
State of the art algorithms ready for you in few clicks.
Create your own models or leverage our pre-set ones. Our module goes as far as choosing the best option for you.