You don’t know what specific software tools are available to develop AI, right? Therefore, in this article, we will introduce 6 software from how to choose AI development software.
What is AI development software?
AI development software is software that allows you to build AI without requiring advanced programming knowledge.
In recent years, there has been a trend toward using AI within companies, but if an engineer is required to create each AI, the cost will inevitably increase.
Therefore, “AI development software” allows you to create AI on a trial basis without having to ask an engineer.
Although it may be a trial experience, installing a paid version of the software requires a large amount of money, so consider using the free version first.
There are two ways to choose software.
- Operability
- the purpose
We will explain each in detail below.
Operability
The operations of software that can develop AI differ depending on the software used. There are two main methods: one that can be built using drag and drop without any coding knowledge, and one that uses AI technology by making full use of APIs.
If you don’t have an AI engineer in your company or want to develop without incurring human costs, we recommend using software that allows you to build AI without coding.
the purpose
Think specifically about what purpose you want to use AI for. The software you use will change accordingly.
The main way to apply AI to original apps is through APIs. If you want to automate work within your company and don’t have human resources nearby who can develop AI, you can use software that can be built using just drag and drop.
3 selections of GUI AI development software
From here, I will introduce GUI AI development software. The following three software will be introduced this time.
- Neural Network Console
- MatrixFlow
- Deep analyzer
I will explain each one.
①Neural Network Console
Neural Network Console is deep learning development software provided by Sony . Easily design neural networks with drag and drop and develop advanced AI without coding.
Over 60,000 users have registered for the cloud version. Additionally, many companies have introduced this service. Examples include AsahiKASEI, Juntendo Clinic, SEKISUI HOUSE, and BRIDGES TONE.
There are some slots that can be used for free , so if you are interested, please consider using it.
②MatrixFlow
This software is an AI platform provided by MatrixFlow Inc. You can centrally manage “data preprocessing → AI construction → embedding into services” without any programming knowledge.
The issues that can be solved are “sales forecasting”, “demand/inventory forecasting”, “anomaly detection”, and “purchasing customer forecasting”. It is also possible to analyze text from SNS, optimize recruitment matching, and predict retirement risk.
AI is being increasingly introduced in the manufacturing industry, such as by creating systems that automatically detect defective products. He is also active in a wide range of activities, including building algorithms to support developers during software development.
Prior to implementation, a briefing session including a MatrixFlow product demo is prepared, so you can directly ask any questions you may have. It is a service with solid support.
③Deep Analyzer
Gilia Inc. provides software called Deep Analyzer. You can develop, train, and verify deep learning just by using the mouse.
The following six types of algorithms are set at the initial stage.
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Additionally, since PoC (verification) can be executed using AI that has already been trained, it is possible to easily test hypotheses.
3 free AI development software services
Here we will explain about AI development software that has a free version.
- Azure Machine Learning Studio (classic)
- IBM Watson
- Google Collaboratory
We will introduce each in detail below.
①Azure Machine Learning Studio (classic)
Azure Machine Learning Studio is software provided by Microsoft. It is possible to perform everything from building machine learning models to providing endpoints.
Efforts are being made to lower the barrier to introducing machine learning, such as the ability to build models with drag and drop. Calculations are performed on Azure cloud computing, so it can be implemented even on equipment with low processing power.
This service has a free version, so if you are unsure whether to use it or not, please check it out.
②IBM Watson
IBM Watson is an AI API service provided by IBM. There are currently 12 types of APIs that have Japanese versions, and 7 types can be used for free.
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To use it for free, you need to create an account. Please, try it.
③Google Colaboratory
Google Colaboratory is a development environment that allows you to run Python in your browser. Easy access to the free version.
This service has three features:
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Anyone with a Google account can use it, so there’s no need to install anything.
Generally, machine learning uses large amounts of data, which places a high load on the PC.
However, since Google Colaboratory executes processing using Google’s computers through the cloud, it does not place a heavy load on your PC.
▼Google Colab feature introduction video
in conclusion
So far, we have introduced software that makes AI development easier. Did you find software that interests you?
Many AI development software have free versions, so if you are interested in a service, please give it a try.
