Algorithms.io vs Google AI Platform

Algorithms.io vs Google AI Platform: What are the differences?

Developers describe Algorithms.io as "Machine learning as a service for streaming data from connected devices". Build And Run Predictive Applications For Streaming Data From Applications, Devices, Machines and Wearables. On the other hand, Google AI Platform is detailed as "Create your AI applications once, then run them easily on both GCP and on-premises". Makes it easy for machine learning developers, data scientists, and data engineers to take their ML projects from ideation to production and deployment, quickly and cost-effectively.

Algorithms.io and Google AI Platform belong to "Machine Learning as a Service" category of the tech stack.

Some of the features offered by Algorithms.io are:

• Classification & Anomaly Detection- With our machine learning algorithms and your time series data, we can get up to 99% prediction accuracy on the state of the sensor. Algorithms include neural network, random forest, support vector machine and others.
• Streaming Data Infrastructure- We provide the infrastructure for your streaming data as a service including a highly scalable time-series database and analytics capabilities.
• Analytics Across All Your Devices- Capture and aggregate data from all of your devices to perform analytics across the entire dataset.

On the other hand, Google AI Platform provides the following key features:

• “No lock-in” flexibility
• Supports Kubeflow
• Supports TensorFlow