By 2024, as a lot as 65% of utility improvement might be accomplished on no-code/low-code platforms, in accordance with a Gartner Magic Quadrant report. The no-code utility platforms have proven a variety of promise and productiveness beneficial properties. Such platforms assist organisations to automate and digitise processes with cloud-based cell apps.

Under, we’ve curated the highest 12 no-code machine studying platforms in 2021.

(The checklist is in alphabetical order)

1| BigML

About: BigML is an open-source no-code instrument that gives commoditised machine studying as a service for enterprise analysts and utility integration. It might construct a machine studying or deep studying mannequin with simply 3-Four clicks. The instrument contains:

  • Net interface, which helps customers to add a dataset, make a descriptive predictive mannequin in addition to consider the machine studying mannequin.
  • Command Line Interface, also called bigmler, permits extra flexibility than the net interface.
  • REST API that can be utilized as a wrapper in any programming language together with Python, Ruby, and Java.

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2| Create ML

About: Create ML is a no-code machine studying instrument by Apple to create and prepare customized machine studying fashions on Mac. Customers can prepare fashions to carry out duties like recognising photographs, extracting that means from textual content, or discovering relationships between numerical values.

A few of its options are:

  • Construct and prepare highly effective on-device fashions with an easy-to-use app interface.
  • Prepare a number of fashions utilizing completely different datasets, all in a single mission.
  • Preview the mannequin efficiency utilizing Continuity with iPhone digital camera and microphone on Mac, and so on.
  • Use an exterior graphics processing unit with the Mac for higher mannequin coaching efficiency.
  • Pause, save, resume, and prolong the coaching course of.

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3| Knowledge Robotic

About: DataRobot is a well-liked end-to-end enterprise AI platform for quick and straightforward deployment of correct predictive fashions. DataRobot automated machine studying software program helps all of the steps wanted to arrange, construct, deploy, monitor, and preserve highly effective AI functions at enterprise scale.

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4| Fritz AI

About: Fritz AI is the machine studying platform for iOS, Android, and SnapML in Lens Studio. One can use the mannequin improvement Studio to coach customized options, or soar proper in with pre-trained fashions and tasks. Fritz AI for cell and Fritz AI for SnapML are the 2 key merchandise of Fritz AI.

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5| Google Cloud AutoML

About: Google Cloud AutoML is a no-code instrument for coaching high-quality customized machine studying fashions with minimal effort and machine studying experience. The instrument allows builders with restricted machine studying experience to coach high-quality fashions particular to their enterprise wants. Builders can construct their very own customized machine studying mannequin in minutes. You should use AutoML to construct on Google’s machine studying capabilities to create your personal customized machine studying fashions, after which combine the fashions into your functions and internet sites.

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6| Google ML Package

About: Google ML Package is a cell software program improvement equipment that brings Google’s machine studying experience to Android and iOS apps. With this equipment, one can implement the performance in just some traces of code, with out the necessity of machine studying experience. A few of its options are:

  • ML Package works offline and can be utilized for processing photographs and textual content that want to stay on the machine.
  • It takes benefit of the machine studying applied sciences that energy Google’s personal experiences on cell.
  • It’s a mixture of machine studying fashions with superior processing pipelines and provides these via easy-to-use APIs to allow highly effective use circumstances within the apps.

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7| MakeML

About: MakeML is a no code instrument for creating object detection and segmentation neural networks. The instrument is constructed to make the coaching course of straightforward to arrange. It’s designed to deal with knowledge units, coaching configurations, markup, in addition to coaching processes in fashions. The benefits embrace:

  • Quick coaching within the cloud on GPU situations
  • Handy markup instrument for creating Datasets
  • No want for Python code.

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8| Microsoft Azure Automated Machine Studying 

About: Automated ML in Azure Machine Studying is a no-code instrument which can be utilized to coach and tune a machine studying mannequin. It democratises the machine studying mannequin improvement course of, and empowers customers to determine an end-to-end machine studying pipeline for any downside. You should use Azure automated studying to:

See Additionally

  • Implement ML options with out in depth programming data
  • Save time and assets
  • Leverage finest practices in knowledge science
  • Present agile problem-solving

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9| Clearly AI

About: Clearly AI is a no-code machine studying instrument that makes knowledge science easy by enabling anybody to immediately run correct predictions in addition to analytics on their knowledge by asking questions in pure language.

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10| RunwayML

About: RunwayML is a no-code platform that makes machine studying (ML) methods accessible to college students, and inventive practitioners from a variety of disciplines. RunwayML additionally connects to quite a lot of inventive programming and design environments and integrates with software program functions as a plugin. You too can prepare your personal fashions to generate photographs and determine objects in photographs.

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11| SuperAnnotate

About: SuperAnnotate is an end-to-end platform to annotate, prepare and automate pc imaginative and prescient pipelines. With the assistance of this instrument, one can scale annotation and pc imaginative and prescient tasks of all sizes utilizing the neatest instruments, strong knowledge administration techniques in addition to outsourced companies.

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12| Teachable Machine

About: Teachable Machine is a no-code instrument to create machine studying fashions to your websites, apps, and extra. The net-based instrument can be utilized to coach a pc to recognise photographs, sounds, and poses 

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Ambika Choudhury

A Technical Journalist who loves writing about Machine Studying and Synthetic Intelligence. A lover of music, writing and studying one thing out of the field. Contact:

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