Software Alternatives & Reviews

AWS Machine Learning Tools in 2021

Recommended and mentioned products

  1. Easily extract text and data from virtually any document using Amazon Textract. Textract goes beyond simple optical character recognition (OCR) to also identify the contents of fields in forms and information stored in tables.

    Amazon Textract extracts text and data from scanned documents. It's not just OCR but backed by Machine Learning models that have analyzed many types of documents, and can identify the contents of fields in forms and information stored in tables.
  2. Amazon SageMaker provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.

    While you can build your Machine Learning infrastructure by hand from containers or virtual machines, Amazon SageMaker forms the base of all the Machine Learning tools AWS has to offer. It is a service that streamlines all the Machine Learning tasks that come up, from preparing data and building a model to training, and deploying it. SageMaker is the first integrated cloud IDE for Machine Learning.
  3. Add Amazon's advanced image analysis to your applications.

    Amazon Rekognition can scan videos and images for objects and people. This allows you to verify, sort, and organize media based on their content alone.
  4. Named for a parrot, Amazon Polly is a text-to-speech (TTS) software that makes your text come to life in a natural, authentic way. The software has many lifelike voices, both male and female, and in a variety of languages.

    You can use Amazon Transcribe to turn any speech recording into a text. If you need to go the other way around, Amazon Polly will synthesize lifelike speech from any text.
  5. Real-time personalization and recommendation engine in AWS

    Amazon Personalize lets you personalize customer recommendations for your application with the same system used on Amazon.com.
  6. Detect abnormal behavior in industrial machinery, enable predictive maintenance, and reduce unplanned downtime with Amazon Monitron.

    Amazon Monitron is an end-to-end system that automatically detects abnormal behavior in industrial machinery, enabling you to take proactive action on potential failures and reduce unplanned downtime.
  7. Harness the power behind Amazon Alexa for your own conversational apps.

    Amazon Lex is a service for building conversational interfaces using voice and text. With Lex, you can use the same deep learning engine that powers Alexa in your own applications.
  8. Amazon Kendra is a highly accurate and easy to use enterprise search service that’s powered by machine learning.

    Amazon Kendra is a Machine Learning-powered enterprise search service that helps your employees to find the data they need.
  9. Accurate time-series forecasting service, based on the same technology used at Amazon.com. No machine learning experience required.

    With the help of Amazon Forecast, the forecasting technology at the heart of Amazon.com, it is now possible to build forecasting models for your own applications.
  10. A 1/18th scale race car to learn machine learning 🚗

    AWS DeepRacer gives you a 1/18th scale autonomous race car driven by Machine Learning models. You can train it at home, with your own parkour, and later compete in the global racing league to see if your training had any merit.
  11. Deep learning enabled video camera for developers

    AWS DeepLens is a hardware offering from AWS. It comes with a fully programmable camera you can use to train Machine Learning models for your specific task. Tutorials and guides also accompany this to get started right away.
  12. AWS DeepComposer gives developers of all skill levels a creative way to experience machine learning. Get hands-on, literally, with a musical keyboard and the latest machine learning techniques to compose your own music.

    With AWS DeepComposer, you get an AI-enabled keyboard that transforms your melodies into unique songs with the help of Machine Learning models. While this goes astray of the well-known way artists create music, it can lead to new songwriting ways.
  13. Discover insights and relationships in text

    Amazon Comprehend for natural language processing and text analytics helps you understand text sentiment and relate texts to each other.
  14. Amazon CodeGuru is a machine learning service for automated code reviews and application performance recommendations.

    Amazon CodeGuru is a Machine Learning-powered static code analysis tool currently available for Python and Java. It is trained on popular open-source repositories and internal Amazon repositories and gives you hints on improving your code based on industry best practices.