Predictive Analytics Service

A Predictive Analytics Service is a data-processing service that implements a predictive analytics system (that solves predictive analytics tasks).

• Context:
  • It can (typically) be an Internet-based Predictive Modeling Service.
  • It can range from being a Classification Model Creation Service to being a Regression Model Creation Service.
• Example(s):
  • PredictionWorks, Inc.'s.
  • BigML's Predictive Modeling Service[1].
  • Skytree, Inc.'s.
  • DataRobot, Inc.'s.
  • Azure's ML Service.
  • AWS Machine Learning Service.
  • Google Prediction API.
  • …
• Counter-Example(s):
  • a Predictive Modeling Software.
  • an A/B Testing Service.
  • a Data Modeling Service.
  • an Analytics Reporting Service.
• See: Data Generation Service.

---

---

References

2016

• http://www.datarobot.com/
  • Step 1: Upload your data
  • Step 2: Tell us what you want to predict
  • Step 3: Build 100’s of models in one click
  • Step 4: Explore top models on the leaderboard
  • Step 5: Make predictions and deploy models quickly

---