According to Skill Up AI, as of April 2022, there are more than 20 so-called no-code AI tools. Typical examples include UMWELT , DataRobot , and Prediction One . In this blog, I will briefly introduce UMWELT .
I think that many people have a vague image of “No-code is a service that allows you to develop web applications without programming knowledge or skills.”
We hope that this article will give you a concrete image of what a no-code AI tool looks like.
- Why you need a no-code AI tool
- Introducing UMWELT, a no-code AI tool
- in conclusion
Why do we need no-code AI tools in the first place? In AI development, it is necessary to understand the characteristics of no-code, low-code, and pro-code.
When developing AI, it is necessary to consider whether to “produce AI in-house” or “outsource it” based on internal resources. By fully considering the merits and demerits of each method, the development period can be shortened.
In-house production requires AI engineers with advanced skills, but with no-code AI tools, AI can be developed without such personnel.
If AI engineers with advanced technical knowledge are no longer needed, the cost of such human resources will naturally be reduced.
Against this background, no-code AI tools have been attracting a lot of attention in recent years.
Next, I will introduce what you can do with UMWELT.
AI development can be roughly divided into phases such as “data collection → data processing → model construction → operation → maintenance / improvement”. UMWELT can perform phases from data processing to operation.
With UMWELT, you can automate things like pre-processing and model building that would otherwise require the hands of an engineer or data scientist. If these processes can be automated, naturally the man-hours required for such human resources will be reduced.
UMWELT also has the following features:
- Easy-to-understand operation screen
- You can choose the algorithm you want to use for model building
- Supports demand forecasting, shift management, production management, and material development
What do you think? Were you able to feel the goodness of the no-code AI tool? At Skill Up AI, we are currently offering ” AI Planning and Project Promotion Basic Course (DataRobot Utilization Edition) that can be used in the field
” as a course that deals with no-code AI tools . We plan to continue offering courses dealing with no-code AI tools in sequence.
In addition, we hold a practical AI study session ” Skill Up AI Camp ” every Wednesday. At the study sessions, we will cover various practical themes and provide hints that will lead to improved practical skills in data analysis and AI development. There is also a corner where the instructor answers questions and concerns from the participants.