The most popular AI tools to create AI applications without programming knowledge

In this article we will look at some of the most popular no code AI platforms that will help you to quickly implement AI solutions for the challenges faced in your organizations. There are a variety of No Code AI tools available in the market which enables you to quickly adopt AI technologies for your business. We will discuss some of the major No Code AI technologies that will equip you with the essential knowledge to pick the right one for your organization.

Amazon SageMaker Canvas

Amazon SageMaker Canvas (https://aws.amazon.com/sagemaker/canvas/) is a solution offered by Amazon that allows you to build ML models without code. Amazon SageMaker Canvas has a simple and easy to use visual interface to build ML models and generate predictions. Amazon SageMaker is very similar to Google Vertex AI in terms of offering a complete machine learning platform where you can use the pretrained models or build up more customized models. Amazon SageMaker Canvas is part of Amazon Web Services which is one of the most popular cloud computing platforms.

You can select the required dataset, ask the model to perform appropriate training to predict target column and quickly build your customized model to perform Machine Learning tasks. Amazon SageMaker Canvas helps anyone build, train, and deploy machine learning models quickly and easily. It has automatic AI pipeline creation options and with Amazon SageMaker you can also do technical customisations. If you are new to AWS, you can get an AWS free tier which allows you to try SageMaker and build up to 10 models with up to 1M records of data for two months.

Google AutoML

Google AutoML (https://cloud.google.com/vertex-ai) is a solution offered by Google that allows you to build ML models without code. Google AutoML works using the Vertex AI offering in Google Cloud Platform (GCP) which allows you to build, deploy and scale machine learning (ML) models. Vertex AI provides state-of-the-art and pre-trained ML models to perform computer vision, language, structured data and conversation AI tasks. You can also train custom machine learning models without any machine learning expertise and with minimum effort. Google AutoML is an end-to-end no-code AI platform that can be used to perform all kinds of machine learning tasks.

With Google AutoML you can import custom datasets to train models for a variety of use cases in image analysis, tabular data analysis, text analysis and video analysis. Google AutoML can help with AI tasks such as image classification, image object detection, image segmentation, regression or classification, forecasting, text classification , text entity extraction, text sentiment analysis, video action recognition (which involves identifying actions modents in the videos), video classification and video object tracking.

Google AutoML is the subset of Vertex AI offering that provides even more capabilities to perform customized machine learning tasks. It allows to train models using a wider range of customization options apart from the AutoML models. In this custom training you can select your training model to run on many different machine types including GPUs. It also allows you to deploy customized models on its platform and it can also provide you with a team of people who can do Data Labeling jobs with Vertex AI Data Labeling.

Google’s AutoML is one of the best No Code AI platforms that can be used to solve a wide variety of AI use cases. Google’s AutoML runs on Google Cloud Platform (GCP) which provides $300 worth of free credits and free trials for users new to the platform.

AICromo

AICromo No Code AI Programmer (https://aicromo.com/) is a solution offered by AICromo that allows you to build best ML models for your dataset. In AICromo platform, users can upload their data in any format such as CSV, JSON, Image, Video, Text, Log Data and combination of these formats. The technology then automatically analyses this dataset and will determine operations that can be performed on the dataset such as predicting values, classification tasks and inferencing values as shown in the figures below:

With AICromo Use Case bot, you can ask the bot the problem you want to solve and then it will tell you the dataset required to build ML models for this problem. The technology will suggest different ML tasks that can be performed on this data and users can then select the required ML tasks as per their business requirements.

AICromo provides a free trial and free plan that allows you to build unlimited models for a limited time period. The AICromo team also provides customized support and white label solutions and can be contacted via?[email protected].

Akkio

Akkio (https://www.akkio.com) is an end-to-end no-code AI platform that can be used to perform a variety of machine learning tasks. It is one of the popular no-code AI tools which can be used to create simple prediction models from your dataset within 5 minutes. This no code tool can be used in a variety of business areas such as sales, marketing, product, operations, finance and customer support.

Akkio platform uses Flow and Actions on its No Code AI platform. A flow in Akkio platform means the creation of an end-to-end AI model starting from data ingestion to model deployment. Flow manages the training and deployment of the Machine Learning models. An action in Akkio is the use of the model to perform some prediction using the model deployed in the flow. Every time you send a data and the ML model and it returns a result, it counts as a single action in Akkio.

The limitation of Akkio is that it can only be used to predict categories and numerical outcomes. Akkio cannot be used to perform other machine learning tasks such as Computer Vision and other customized learning tasks. Akkio is a great platform for performing machine learning tasks using the data sources from CSV, EXCEL, JSON, Salesforce, Snowflake, Google Sheets, Google BigQuery, HubSpot, etc. The platform has an easy to use guide that will help you to use your data to do live AI predictions in a couple of minutes.

Apteo

Apteo (https://www.apteo.co/) is a no code AI platform that enables sales teams to sell more products. It is not an end-to-end multiple use case no-code AI platform and it only allows you to create specific machine learning models for personalized marketing campaigns and in-store experiences.

Apteo connects with many different ecommerce tools such as Shopify, Square, Stripe, WooCommerce, BigCommerce, Magento, and Wix. It is very easy to use the data from these e-commerce platforms and Apteo uses this data to build machine learning models. Apteo provides features such as customer segmentation to identify new customers that are very likely to buy specific products to help you create targeted campaigns. It can optimize and create product personalization for websites stores created using Shopify. It provides customers analytics and gives you insights on their purchasing and spending behavior. The platform offers 4 pricing packages starting with a free plan that accepts a database of up to 500 customers.

Runway

Runway (https://runwayml.com/) is a no code AI platform that enables you to use AI models to edit and create videos. It allows you to automate video editing tasks by using ML models and it can perform tasks like removing video backgrounds, remove objects from videos and track movements of any object in the video in a single click.

Runway platform is powered by cutting edge research in artificial intelligence and machine learning and is made for people who want to use AI for video editing without the need for coding.

Lobe

Lobe (https://www.lobe.ai/) is a product by Microsoft that allows you to quickly bring your AI ideas to life. With the Lobe no-code AI platform you just need to show the examples of the dataset you want the software to learn and then the software will automatically train and build the ML model for you based on these examples that can be used for your use cases.

Lobe platform is installed locally on your computer which means that there is no data going outside your computer and is completely free to use. It is available for Mac and Windows operating systems allowing you to develop models on your own machine. For example, after installing Lobe on your machine, you can provide it with different images, provide the labels for those images and let it build the model for you.

The main advantage of using Lobe is that the program is completely free to download and use on your Windows or Mac computers. The limitation of Lobe is that it currently can only be used for Image Classification which label’s an image based on its content. The application is still in active development and new features such as Object Detection and Data Classification will be coming soon on the platform.

Aito

Aito (https://aito.ai/) is a no code AI platform that helps you to test, deploy and maintain a machine learning classifier without writing any code. The models developed using the Aito platform can be easily imported to automation platforms such as UiPath and other Robotic Process Automation (RPA) softwares. Aito is specifically designed for automation creators and provides the ability to use the models for several automation use cases such as predicting details for purchase invoices, classifying customer service tickets or predicting customer response rate.

Aito creates APIs that work with any automation platforms from enterprise solutions to SaaS platforms. It is mainly used to generate tabular data predictions. Aito provides a free sandbox environment for development, testing and learning purposes. It is particularly useful for the Intelligent Automation creators and has a variety of use cases for performing automation using RPA and other platforms such as SAP that are used by enterprises.

Clarifai

Clarifai (https://www.clarifai.com/) is a no code AI platform that claims to be the easiest deep learning AI platform for everyone. Clarifai was founded in 2013 and it offers an end-to-end platform and manages the entire AI lifecycle. Clarifai has a variety of products and has solutions for use cases in industries such as Aviation, Ecommerce, Manufacturing, Public Sector and Retail. It further provides AI solutions to perform Content Moderation, Digital Asset Management, Facial Recognition, Predictive Maintenance, Visual Search, etc.

With Clarifai AI platform you have a lot of community created pretrained models and workflows to perform tasks such as Image Recognition which identifies a variety of concepts such as objects and themes in images and video and the model is trained with over 10,000 concepts and 20M images, Image Moderation which recognizes inappropriate content in videos and images such as drug, explicit and safe, Multilingual Text Moderation which classifies text which contain concepts that are toxic, obscene, hate speech and threat and many other models for a variety of use cases.

You can use multiple pre-trained models in Clarifai and further build your workflows using the workflow builder tool. Clarifai has a free plan (https://www.clarifai.com/pricing) which is called their community plan which allows you to build one AI application and build models which use image inputs, video inputs and text inputs.

Crowd AI

Crowd AI (https://www.crowdai.com/) is a no code AI platform that can be used to perform Computer Vision based machine learning on images and videos. It is an end to end AI platform but it only works with images and videos files and the text based machine learning is not supported in this platform. With Crowd AI you can create multiple datasets, projects, annotation groups and annotation tasks.

It allows you to integrate media data into a single organized library, transform the data to standardize it across different resolutions and formats, manage data annotation at scale, enrich data with auto augmentation capabilities, train the best-in-class neural networks and deploy these models anywhere as required in your organization. CrowdAI provides a free CrowdAI Explorer account that allows you to build models for free on their cloud-based platform.

Dataiku

Dataiku (https://www.dataiku.com/) is a no code AI platform that can be used to perform Data Preparation, Data Visualization, DataOps and MLOps and can be used to build Machine Learning models and Analytic Apps. It offers a lot of data engineering capabilities along with the AI capabilities which makes it popular for large enterprises. Dataiku allows enterprises to customize, share and reuse AI Components across the organization. It also has a control system to allow organizations to manage and govern AI projects at scale. Dataiku Data Science Platform (Dataiku DSS) allows you to create and manage projects and applications.

Dataiku Data Science Platform allows you to import data files from multiple data sources and training and build models using data from these data sources. Dataiku has also developed Dataiku academy which has courses to build your skills on the Dataiku platform. Dataiku has a free trial on the cloud platform and is completely free for students. It also offers a free edition which can be installed on your own infrastructure with platform download available for Mac or Linux.

DataRobot

DataRobot (https://www.datarobot.com/) is an end-to-end no-code AI platform that can be used to perform a variety of machine learning tasks. It is one of the most popular no-code AI platforms that is leading the no-code AI revolution. DataRobot provides the AI cloud platform that provides functionality to perform tasks such as Augmented Intelligence, Data Engineering, Machine Learning, MLOps and Decision Intelligence. The key capabilities of the DataRobot platform are its ability to build models using AutoML, Data Preparation tools, Automated Time Series capability and ability to quickly develop No-Code AI apps.

DataRobot provides a Data Science learning track and a dashboard that allows you to quickly do tasks such as doing visual data preparation to make them ready for machine learning, ML development tasks involving using the AutoML, Visual AI and other techniques to build machine learning models in minutes and MLOps toolkit to deploy, monitor and manage machine learning models in production.

DataRobot also has data visualization capabilities that allows you to easily understand your data sources and prepare data to make it ready to be used by the machine learning model. DataRobot further provides pretrained models and models workflows for a variety of AI related use cases. The DataRobot platform automates the end-to-end process of building, deploying, and maintaining AI. It also has a free plan that allows you to test the platform and it has customized pricing options for large enterprises.

Levity

Levity (https://levity.ai/) is an end-to-end no-code AI platform that can be used to implement AI for your documents, images and text data and automate your daily repetitive tasks. It is a very easy to use no-code AI platform and is aimed at businesses of any size. Levity uses flows and actions to build AI solutions on its No Code AI platform. A flow (or workflow) in Levity describes how the data flows in the system and whenever the AI model produces a result such as classifying an image, a PDF or a piece of text this counts as an action.

Levity has the AI Block template available that allows you to create AI Blocks that automates the work for you. The AI Blocks can automatically build models to categorize email responses, identify customer support topics, classify real estate photos and many more.

Levity also provides Flow templates that allow you to connect the AI Blocks to your applications and automate your work. Flow templates can help you with the tasks such as classifying Typeform responses into Google Sheets, sorting email attachments into Google Drive folders, tagging support tickets based on content and many more. Levity provides a free trial and has different plans depending on the size of your organization. They also provide free consultation to check if the tool can help in solving your problem or use cases.

Conclusion

It is very clear that no code is the future of coding and No Code AI is the future of AI technologies. There are many other no code AI solutions apart from the ones discussed above such as MonkeyLearn, Nanonets, ObviouslyAI, Primer, Roboflow, Teachable Machine, C3 AI Ex Machina, etc.

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