BigML Platform Review: Machine Learning Platform
BigML helps data science teams and business analysts build and automate predictive models. It is designed for organizations that want to transform data into models without relying on multiple disparate libraries.
At a glance
- Category
- Data & Analytics
- Best for
- Data Science Teams, Enterprise Companies, Mid-Market Companies, Business Analysts
- Pricing
- BigML offers a 14-day free trial. Paid options include Prime accounts for higher limits, a Lite private deployment starting at $10,000 per year, and Enterprise private deployments at $45,000 per year plus a $10,000 setup fee.
- Key use cases
- Customer Churn Prediction, Demand Forecasting, Fraud Detection, Customer Segmentation
- Integrations
- Google Sheets, Zapier, Amazon Echo, Node-RED, Docker
- Official website
- bigml.com
BigML is a machine learning platform that supports data tasks including classification, regression, and time series forecasting. It provides a web-based dashboard for a visual interface and a REST API for developers to embed models into applications.
The platform is designed for a range of users, including analysts, software engineers, and data scientists. It supports supervised and unsupervised learning, which may help businesses identify patterns or predict outcomes based on historical data.
Buyers should confirm their data security needs, as the platform offers cloud subscriptions and private deployment options for those with specific regulatory requirements. Those looking for advanced automation should verify if the platform's domain-specific language, WhizzML, fits their technical workflow.
Key Features
Supports classification, regression, and time series forecasting using trees, ensembles, and deepnets.
Includes tools for cluster analysis, anomaly detection, topic modeling, and association discovery.
A point-and-click web interface for iterating and visualizing machine learning models.
Supports building and integrating models into applications using various programming languages.
A domain-specific language designed to automate machine learning workflows.
Supports automated model selection and parameterization for classification and regression algorithms.
Use Cases
Using classification tasks to identify patterns that suggest a customer may stop using a service.
Applying time series forecasting to predict future product or service demand.
Using anomaly detection to identify irregular patterns in banking or procurement transactions.
Using cluster analysis to group customers based on shared characteristics for targeted marketing.
Best For
Integrations
Pricing
BigML offers a 14-day free trial. Paid options include Prime accounts for higher limits, a Lite private deployment starting at $10,000 per year, and Enterprise private deployments at $45,000 per year plus a $10,000 setup fee.
FAQ
The BigML Dashboard provides a point-and-click web interface that allows analysts and business professionals to train models and make predictions without writing code.
Yes, BigML provides a 14-day free trial that allows for unlimited tasks for datasets up to 64MB, with no credit card required.
BigML offers Private Deployments that can be installed on a company's own infrastructure, ISP, or preferred cloud provider to meet regulatory and security needs.
Source category: Data & Analytics
Source subcategory: Machine Learning Platform
