Machine Learning Roadmap

By Algorithmia

There is no one-size-fits-all process for implementing machine learning. Most businesses figure it out as they go without a clear, strategic plan for moving forward.

Our roadmap outlines four stages to productionize machine learning. Find your location on the roadmap and guide your company to machine learning maturity.

After surveying organizations of all sizes at various stages in their ML journeys, we have developed a simple mapping system that you can use to:

  1. Locate your organization’s current position
  2. Pinpoint your destination  
  3. Chart priorities on the path to maturity
  4. Orient and align your stakeholders
  5. Navigate common pitfalls and roadblocks.

Algorithmia is DevOps for AI/ML. We host the largest public marketplace for algorithms and power mission-critical workloads for our enterprise customers. Our technology is trusted by tens of thousands of developers and some of the most important financial institutions, intelligence agencies, and private companies leveraging AI and ML at enormous scale.

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