Interest in Artificial Intelligence (AI) and Machine Learning (ML) has grown in the last couple of years. This has given birth to low-code / no-code AI platforms that play a crucial role in assisting businesses to develop innovative solutions and applications.
Business owners understand the effectiveness and power that AI brings to their businesses. Different industries, including but not limited to eCommerce, cybersecurity, marketing, finance, banking, and automobiles are all using AI.
Unfortunately, most small businesses have limited budgets. They cannot afford to hire AI experts or even train their existing staff on AI. This is where low-code / no-code platforms come in.
Low-code and no-code go hand in hand. No-code platforms are tools used in software development to create websites and applications without writing code. No-code, on the other hand, requires (or may require) some coding when used to build websites or applications.
Artificial intelligence is used to drive different business use cases. This has led to a growing demand for low-code / no-code platforms. Small businesses rely on them to build solutions used in running their daily operations.
These platforms use AI-based APIs to allow businesses to access the functionality of AI. This way, they (businesses) can leverage the power of APIs (Applications Programming Interfaces) to build AI applications that can communicate and share information seamlessly.
Obviously AI is one of the best low-code / no-code platforms for those who want to predict data without having to write code manually. Within a few clicks, you will be able to design ML and AI algorithms and predict their outcomes.
The platform comes with a data dialog feature that allows you to work on your datasets without writing code. You can also share your AI models with team members or anyone else outside your team. Obviously AI uses low-code APIs to add AI predictions to applications.
MakeML is best known for its ability to detect AI and ML models and segment objects without users having to manually write a single line of code. With AI taking over the world, businesses need to create and manage datasets easily. They can do this using MakeML.
You do not have to be a software developer to use MakeML. As a beginner, you can create AI applications and solve problems in your business within a few hours. It also offers video guides for those who would like to learn about AI and ML.
Built by Google, Teachable Machine is among the few low-code / no-code platforms that allow users to create applications that can recognize or detect images, poses, and sounds with little to no code.
You can create ML and AI models easily and fast and add them to your applications, even if you have never coded before. Using this platform, you get tutorials to guide you on how to train your algorithms as well as categorize and classify your data.
SuperAnnotate allows users to not only annotate but also version and manage datasets for their applications using AI. According to the platform’s developers, you can increase the speed of building accurate datasets by up to five times using this platform.
This AI platform stands out from its closest competitors due to ML, QA, advanced tooling, and automation features. It also comes with integrated annotation services, offline access, robust SDK, and data curation features. You can annotate images, text, and video, among others.
PyCaret, an open-source and low-code AI platform, uses Python to automate AI workflow and help users develop AI applications with minimal code. It can be described as one of the best, easy-to-learn, and use AI library from Python.
Using PyCaret, you can focus more time on analysis instead of coding. It does an exemplary job when it comes to data analysis, model explainability, model training, and data preprocessing, among others. It comes with different models, with each one of them performing different AI and ML tasks.
If you are looking for an easy-to-use low-code / no-code platform that makes it easy for you to clean your tasks, then MonkeyLearn is the best bet for you. It allows you to visualize your data without writing a single line of code.
Using this platform, you can understand different data sets easily and create custom charts and visualizations within a few clicks. You can also combine your datasets without any problems depending on your requirements.
As technology continues to advance and businesses’ reliance on AI keeps on growing, we are going to see more low-code / no-code AI platforms. The six discussed above are some of the best in 2023.