Custom Client Training

Working together, we tailor curriculum and instruction to your team’s experience level, preferred tools, and industry. Training can be customized to your datasets or to public datasets appropriate to your predictive modeling challenges. This training includes and can expand on the coverage of DataRobot Essentials.

Class outline

1. Data Exploration

  • Data preparation in Python
  • Data preparation in R
  • Data preparation in SAS
  • DataRobot and Hadoop
  • Feature Engineering

2. Modeling and Interpretation

  • Cross-validation
  • Prediction Explanations
  • Learning curves
  • Blended models
  • DataRobot insights
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Prediction API
  • DataRobot Prime
  • Managing and sharing projects
  • 1. Data Exploration
    • Data preparation in Python
    • Data preparation in R
    • Data preparation in SAS
    • DataRobot and Hadoop
    • Feature Engineering
  • 2. Modeling and Interpretation
    • Cross-validation
    • Prediction Explanations
    • Learning curves
    • Blended models
    • DataRobot insights
    • Model selection
  • 3. DataRobot in Production
    • Accuracy vs latency
    • Prediction API
    • DataRobot Prime
    • Managing and sharing projects
Upcoming classes
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    Omair Tariq

    Data Analyst, Symphony Post Acute Network

  • I think we need to take it upon ourselves in the industry to build the predictive models that understand what the needs and wants of our customers are, and go through the whole curation process, become their concierge.
    Oliver Rees

    General Manager – Torque Data at Virgin Australia

  • At LendingTree, we recognize that data is at the core of our business strategy to deliver an exceptional, personalized customer experience. DataRobot transforms the economics of extracting value from this resource.
    Akshay Tandon
    Akshay Tandon

    VP of Strategy Analytics, LendingTree

  • DataRobot allows us to understand the data that’s being fed into our models without blindly feeding whatever we get into our system. DataRobot makes my team very effective.
    Deena Narayanaswamy
    Deena Narayanaswamy

    Head of Data Insights, Avant

  • We know part of the science and the heavy lifting are intrinsic to the DataRobot technology. Prior to working with DataRobot, the modeling process was more hands-on. Now, the platform has optimized and automated many of the steps, while still leaving us in full control. Without DataRobot, we would need to add two full-time staffers to replace what DataRobot delivers.
    Evariant


    Have a question about learning data science with DataRobot? Contact us