At DataRobot we get to work with the most effective knowledge science groups all world wide on a few of the most fascinating tasks, and what we’ve realized by working all through our a long time of expertise is success and worth from AI has nothing to do with algorithms. It takes a special strategy to maneuver away from legacy model-driven or data-driven AI and into value-driven AI.
Many who I converse to try to transition their groups and focus to value-driven AI, and look at our world-class knowledge scientists, AI strategists, and AI engineers as their copilots on this journey. Earlier this 12 months, we launched two new methods to faucet into this experience:
- AI Accelerators: Code-first, modular constructing blocks to jumpstart your AI tasks.
- Service Packages: Curated choices to quickly get you to the subsequent stage of ML maturity.
Jumpstart Your AI Tasks with AI Accelerators
For over a decade, we’ve labored with knowledge groups on 1000’s of ML tasks the world over’s most acknowledged organizations. We’ve heard our clients’ suggestions about what works, and we all know what’s wanted to maneuver the needle with ML. That’s why we’ve created AI Accelerators.
AI Accelerators are designed to assist velocity up mannequin experimentation, improvement and manufacturing utilizing the DataRobot API. They codify and package deal our experience in constructing and delivering profitable ML tasks into repeatable, code-first workflows and modular constructing blocks. AI Accelerators are prepared proper out-of-the-box, work with the pocket book of your alternative, and will be mixed to fit your wants.
We’ve designed them that can assist you:
1. Get the most effective knowledge science methods proper at your fingertips.
Consider AI Accelerators like modular lego constructing blocks constructed by the most effective knowledge scientists on this planet, curated particularly for you. They supply a template that’s easy to know and use. Supplying you with the most effective methods to arrange an issue, you are able to do issues like customise a view to your liking, or rank fashions by ROI. Getting began is as simple as discovering an AI Accelerator that pursuits you, and copying and pasting the GitHub URL hyperlink into your pocket book. You then have a able to go.
2. Jumpstart a brand new AI or ML venture.
Some AI Accelerators are designed to be useful and rapidly get you the insights you should experiment. Others assist you to stretch your expertise and transfer past model-centric ML approaches to value-centric ones. Nonetheless extra showcase distinctive DataRobot capabilities that positively change the way in which ML practitioners can remedy issues. No matter use case you take into consideration, whether or not that’s a suggestion engine, or cold-start forecasting the probabilities are that we’ve achieved it or one thing near it and have an AI Accelerator you should use, so that you by no means have to begin from a clean pocket book once more. It’s additionally not a static useful resource. We add new AI Accelerators each week to maintain our library dynamic and up-to-date, and we invite feedback on what you’d prefer to subsequent see.
3. Effective-tune your tasks and maximize your present ecosystem.
Our AI Accelerators are modular. They are often fine-tuned to particular issues and mixed to get the exact insights you want to your tasks. And since the DataRobot AI Platform is designed to provide you alternative and unify your groups and ecosystems, AI Accelerators assist you to get essentially the most out of present knowledge and infrastructure investments.
They’re constructed for each main cloud knowledge warehouse, in addition to widespread, open-source toolkits and totally different knowledge varieties. For instance, the Automated Future Discovery Accelerator offers a step-by-step pipeline from knowledge to deployment. That is superb when you have Snowflake and are combating an ML venture the place knowledge exists in lots of tables. And since AI Accelerators can be utilized within the pocket book of your alternative, you should use them in Jupyter, Databricks, or native DataRobot Notebooks.
With AI Accelerators, by no means having to begin a venture from scratch anymore. As an alternative, you’ll have all of the utilized experience of our technical groups at your disposal.
To see AI Accelerators in motion, go to DataRobot.com/AIAccelerators.
Unlock the Subsequent Stage of Your ML Journey with Specialised Companions and Our New Service Packages
Irrespective of the place you might be in your AI journey, from early days to fairly superior, there are challenges all through the journey and so they change as you progress up the maturity curve. We’ve seen them firsthand working with our clients through the years.
With this information we’ve curated a set of strategic channel companions and a brand new set of service choices designed to fulfill you the place you might be, assist you to de-risk your ML funding, speed up your journey up the AI maturity curve, and provide you with a robust basis for operationalizing at scale with the DataRobot AI Platform.
Our curated set of companions have specialised business experience with AI and ML in addition to deep backgrounds in serving to you modernize your AI and ML lifecycle. If you happen to’re needing assist migrating your fashions from on-prem to the cloud, integrating our Manufacturing into your ecosystem, or establishing compliance workflows along with your mannequin danger administration with DataRobot, they’ve achieved it. You could have a set of trusted companions you can flip to that can assist you all through your AI and ML journey.
As well as, we’re providing a set of service packages that can assist you get began with DataRobot and get began quick. Our foundational components rapidly get you the place you wish to be in your AI journey – serving to your groups develop and deploy fashions and generate worth inside simply 90 days:
We additionally provide specialty packages to concentrate on what’s most essential to you and assist you to obtain nice outcomes.
The mixture of AI Accelerators, Service Packages, and our accomplice ecosystem permits you to leverage our experience to faucet into our confirmed success delivering advanced, particular, and focused necessities in a manner that works for you. The outcome? Your group will be capable of higher stability folks, course of, innovation, and tech at scale and quickly speed up its path to worth with AI.
In regards to the writer
Lisa Aguilar is VP of Product Advertising and Discipline CTOs at DataRobot, the place she is chargeable for constructing and executing the go-to-market technique for his or her AI-driven forecasting product line. As a part of her function, she companions carefully with the product administration and improvement groups to establish key options that may tackle the wants of shops, producers, and monetary service suppliers with AI. Previous to DataRobot, Lisa was at ThoughtSpot, the chief in Search and AI-Pushed Analytics.
