NorthGravity Announces the Release of AutoML May 12, 2021
CHICAGO, May 12, 2021 (Newswire.com) - NorthGravity, today announced the release of AutoML within the NorthGravity Platform (NGP). Democratizing machine learning with AutoML empowers organizations to seamlessly perform advanced data science and analytics at scale within the NGP. The NGP, a leading AI cloud platform, helps companies utilize machine learning and data at scale, creating a competitive advantage for their business. The NGP includes a next-gen data lake, cloud data warehouse, ELT framework, dataflow automation, AutoML, self-service ML insights, and global data governance.
"We're excited about the release of AutoML capabilities in the NorthGravity Platform," said Travis Nadelhoffer, CEO of NorthGravity. "AutoML allows business users to ask questions that make a financial impact and, ultimately, achieve their data-driven business outcomes faster."
What is AutoML?
AutoML (Automated machine learning) automates the tasks by applying machine learning to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable machine learning model. The high degree of automation in AutoML allows non-experts to use machine learning models and techniques without requiring them to become experts. Automating the process of applying machine learning end-to-end also offers the advantages of producing more straightforward solutions, faster creation of those solutions, and models that often outperform hand-designed models. AutoML can be used to compare the relative importance of each factor in a prediction model.
What does production AutoML look like in the NGP?
AutoML is fully integrated within the NGP. Clients can run, test, and move advanced machining learning models to production in seconds with the five steps below.
- Pick an input dataset.
- Select what to forecast (target).
- Run the AutoML.
- Receive the model's output.
- Schedule or trigger the AutoML pipeline.
Why should you care?
Successful machine learning adoption has a proven positive impact on revenue and a clear cost-reduction, fueling companies to lap their competitors. AutoML helps to jump-start this machine learning adoption across organizations.
What direct value does AutoML bring?
- Democratizing the power of machine learning across your business, empower the market experts to ask impactful questions, and access on-demand predictive results.
- The starting point for Data Scientists, reducing the days or weeks to uncover what data and models are important to start with.
The NorthGravity Platform helps companies utilize Machine learning at scale creating a competitive advantage for their business. The NorthGravity Platform includes a next-gen data lake, cloud data warehouse, ELT framework, dataflow automation, AutoML, self-service ML insights, and global data governance. The combination of NorthGravity's Platform capabilities fuels data-driven decisions across the organization, and the adoption of machine learning to outpace the competition.