DataRobot Essentials Certification

$1000
4 sections (3.5 hours each)

Gain the skills you need to make the most of the automated capabilities of DataRobot to explore, model, and act on data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice on best practices in machine learning, and guidance on how to integrate predictions into your production systems.

Course outline

1. Data Exploration and Preparation

  • Data cleaning
  • Data loading
  • Exploratory data analysis
  • Target leakage

2. Modeling and Interpretation

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

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
  • 1. Data Exploration and Preparation
    • Data cleaning
    • Data loading
    • Exploratory data analysis
    • Target leakage
  • 2. Modeling and Interpretation
    • Cross-validation
    • DataRobot Insights
    • Blended models
    • Prediction Explanations
    • Learning curves
    • Model selection
  • 3. DataRobot in Production
    • Accuracy vs latency
    • Batch prediction
    • Prediction API
    • Managing projects
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  • DataRobot Essentials Certification
    DataRobot Essentials Certification
    Virtual class
    $1000
    4 sections (3.5 hours each)
    DataRobot Essentials Certification
    DataRobot Essentials Certification
    Virtual class
    $1000
    4 sections (3.5 hours each)
    Sign up
  • DataRobot's platform makes my work exciting, my job fun, and the results more accurate and timely -- it's almost like magic!
    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
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