At DataRobot we get to work with the perfect knowledge science groups all all over the world on a number of the most fascinating tasks, and what we’ve discovered by working all through our many years of expertise is success and worth from AI has nothing to do with algorithms. It takes a distinct method to maneuver away from legacy model-driven or data-driven AI and into value-driven AI.
Many who I communicate to try to transition their groups and focus to value-driven AI, and think about 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 following stage of ML maturity.
Jumpstart Your AI Initiatives with AI Accelerators
For over a decade, we’ve labored with knowledge groups on 1000’s of ML tasks internationally’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 pace up mannequin experimentation, improvement and manufacturing utilizing the DataRobot API. They codify and bundle 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 could be mixed to fit your wants.
We’ve designed them that can assist you:
1. Get the perfect knowledge science strategies proper at your fingertips.
Consider AI Accelerators like modular lego constructing blocks constructed by the perfect knowledge scientists on this planet, curated particularly for you. They supply a template that’s easy to grasp and use. Supplying you with the perfect 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 easy 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 mission.
Some AI Accelerators are designed to be purposeful and shortly get you the insights it’s good to experiment. Others show you how to stretch your abilities and transfer past model-centric ML approaches to value-centric ones. Nonetheless extra showcase distinctive DataRobot capabilities that positively change the best way ML practitioners can resolve issues. No matter use case you take into account, whether or not that’s a advice engine, or cold-start forecasting the probabilities are that we’ve completed it or one thing near it and have an AI Accelerator you should utilize, so that you by no means have to start out 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 wish to subsequent see.
3. High quality-tune your tasks and maximize your current ecosystem.
Our AI Accelerators are modular. They are often fine-tuned to particular issues and mixed to get the exact insights you want in your tasks. And since the DataRobot AI Platform is designed to present you alternative and unify your groups and ecosystems, AI Accelerators show you how to get essentially the most out of current knowledge and infrastructure investments.
They’re constructed for each main cloud knowledge warehouse, in addition to common, open-source toolkits and completely different knowledge varieties. For instance, the Automated Future Discovery Accelerator supplies a step-by-step pipeline from knowledge to deployment. That is ultimate when you’ve got Snowflake and are battling an ML mission the place knowledge exists in lots of tables. And since AI Accelerators can be utilized within the pocket book of your alternative, you should utilize them in Jupyter, Databricks, or native DataRobot Notebooks.
With AI Accelerators, by no means having to start out a mission from scratch anymore. As a substitute, you should 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’re 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 satisfy you the place you’re, show you how 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. When you’re needing assist migrating your fashions from on-prem to the cloud, integrating our Manufacturing into your ecosystem, or establishing compliance workflows together with your mannequin danger administration with DataRobot, they’ve completed it. You may 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 parts shortly 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 supply specialty packages to give attention to what’s most vital to you and show you how to obtain nice outcomes.
The mix of AI Accelerators, Service Packages, and our associate ecosystem allows you to leverage our experience to faucet into our confirmed success delivering complicated, particular, and focused necessities in a means that works for you. The consequence? Your group will be capable to higher steadiness 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 marketing and Area CTOs at DataRobot, the place she is liable for constructing and executing the go-to-market technique for his or her AI-driven forecasting product line. As a part of her position, she companions intently with the product administration and improvement groups to establish key options that may tackle the wants of outlets, producers, and monetary service suppliers with AI. Previous to DataRobot, Lisa was at ThoughtSpot, the chief in Search and AI-Pushed Analytics.