AI integration
AI requires significant computing power. Leveraging the elastic cloud computing of cloud service providers is commonplace. There are also open source platforms that offer pre-built models for use. Let’s take a brief look at AI services from the three largest cloud service providers (AWS, Microsoft Azure, and Google Cloud) and two open source platforms (Apache Spark MLlib and TensorFlow for Java), starting with the three cloud service providers.
- AWS AI Services: Amazon’s cloud platform offers an entire suite of AI services that include SageMaker for building training models, Amazon Rekognition for image and video analysis, and Amazon Comprehend for NLP.
- Microsoft Azure AI: Microsoft offers similar AI tools to AWS, which include Azure ML for ML model development, Bot Service for creating AI-powered chatbots, and Cognitive Services, containing pre-built AI functionality.
- Google Cloud AI: Google Cloud, like Amazon and Microsoft, offers a suite...