It's like a team of game devs you never knew you had...
Automate your workflows with Machine Learning today »
Amplifying human ingenuity
See how games use predictions to engage players »
Power tomorrow's games, today
Innovate and accelerate development with AWS Machine Learning »
Make the aspirational attainable
Get started with Machine Learning on AWS today »
Automate to innovate
Knowledge and time are powerful yet limited resources in game development. Imagine if you could dedicate more to creating experiences that entertain every player. Better yet: imagine if you could automate aspects of it and focus on making your game even more innovative? With AWS Machine Learning solutions, you can detect and predict patterns in game data, automate manual workflows to action data-driven decisions faster, and discover new ways to innovate on your player's behalf.
Turn 'What If?' into 'What's Next?'
Predict player behavior
Stay steps ahead of what your players want most. Use Amazon SageMaker’s built in and custom algorithms to predict future trends like churn and lifetime value.
Detect and prevent cheating
Streamline fraud detection and keep games fair. Use K-means clustering algorithms from Amazon SageMaker to track and spot anomalies with in-game interactions.
Translate text to voice
Use natural language processing to translate text into voice with Amazon Polly. Combine with Amazon Lex to create intelligent chatbots.
Automate image analysis
Use Amazon Rekognition to analyze and process imagery fast. Detect and moderate 100,000 pictures of objects, scenes, and faces, every second.
Experiment to optimize
Test gameplay variations on small player sets to see game metrics climb. Use AWS Lambda and Amazon ElastiCache to host and perform multi-armed bandit algorithms with player segments.
Automated play testing
Build customized algorithms with Amazon SageMaker to find bugs faster than the human eye.
Transcribe voice
Caption and subtitle spoken voice. Transcribe voice to text with Amazon Transcribe.
Resources
-
Videos
-
Blogs
-
Extra Resources
-
Videos
-
Leveraging the Power of Intelligence for Gaming using Amazon RekognitionAmazon Transcribe - AWS San Francisco SummitMachine Learning for Game Development with AWS - AWS Summit LondonGive your game a voice (or a thousand voices) with Text to Speech
-
Blogs
-
Create a translator chatbot using Amazon Translate and Amazon LexCreate a translator chatbot using Amazon Translate and Amazon LexCreate a translator chatbot using Amazon Translate and Amazon Lex
-
Extra Resources
-
Application services
Platform ServicesML Programs
.71bf305886a52c759a357dff5a71ead19ccb0b66.png "illustration_resources_blue (1)")