A Data Scientist's machine learning helper
The Engine allows for greater creativity in very little time for Data Scientists.
Accelerate experimentation cycles and get machine learning workflows up and running in days.
The AI & Analytics Engine platform has helped me as a professional Data Scientist by allowing me to cut down on labour-intensive tasks via automation. I can get things done quicker via the UI and the API access that the platform provides.
A single tool, the AI & Analytics Engine lets you easily prepare, explore and present data, then build, test, and deploy machine learning models.
An easy-to-use GUI lets you import data, perform exploratory analysis, construct features relevant to the business problem and then build predictive models and clustering insights with a few clicks.
Supercharge existing analysis and development processes.
The Engine is your data science secret weapon, easy to use without compromising on flexibility or performance. Why not automate some of the more tedious low-value tasks - and simplify the process for others?
ANALYZE & PREPARE DATA
BUILD PREDICTIVE MODELS
GENERATE CLUSTERING INSIGHTS
UNDERSTAND MODEL PERFORMANCE & INSIGHTS
Upload, analyze, and then wrangle your data with repeatable data preparation recipes
Upload files or connect your preferred database, use the visualization and analysis tool to quickly understand your data, then use the data-wrangling feature to build a "recipe" of data transformation actions and find new features. This recipe can be used again for incoming data requiring the same actions applied.
Build and test Regression & Classification models with ease
After you select your features and target, the Engine provides a list of recommended algorithms to choose from. Save time by understanding the predictive performance of an algorithm prior to training. Select multiple algorithms to train concurrently and begin testing your ideas.
Quickly cluster your data into natural groupings
Get clustering insights to discover and describe patterns in your data. The Engine uses clustering algorithms to analyze similarities and provides detailed descriptions of the cluster profile. You can export the clustered dataset to use in downstream data science activities or model development.
Explain features that impact model output to business users and perform what-if analysis with different input
Make explaining the performance of your model easier with what-if analysis where you can change feature value and see the impact the predictive output and feature importance, and a clear visualization showing the impact of your features on the predictive output.
Get your proof of concept up off the ground rapidly by testing and deploying new ideas within a single connected toolchain
Test new ideas quickly to get models into production fast.
The Engine is your end-to-end data science solution with clear benefits for Data Scientists:
No-code or low-code
Competitive performance with ML tools in the market
Quality insights and visualizations
Repeatable and maintainable ML workflows
Access the Engine from anywhere
Handles preparation and training of large datasets
ML outcomes in minutes not weeks
The AI & Analytics Engine means data-driven teams can unite to collectively build value with data
Experience how quickly predictive analytics and streamlined data analysis can five a better understanding of customers and build efficiency into sales cycles.
Spend time on developing core IP, rather than data preparation and algorithm selection.