DataRobot Deeper Dive Certification

$500
2 sections

Add to the skills you developed in your introductory training by taking a deeper dive into some of the newer and more advanced functionality in DataRobot. This use-case-driven course provides hands-on exploration of even more functionality in DataRobot, and motivates each new topic with an applicable business example.

Course outline

1. Data Connections

  • Data stores
  • Data sources
  • Accessing existing tables
  • Using SQL Queries to import data

2. Advanced Options

Partitioning

  • Optimization Metrics
  • Monotonic Constraints
  • Weight, Offset, and Exposure
  • Count of Events (F/S models)
  • and more…

3. Advanced Functionality

Compliance Documentation

  • Multiclass Classification
  • Anomaly Detection
  • Model Monitoring and Maintenance
  • Feature Engineering
  • Advanced Tuning
  • 1. Data Connections
    • Data stores
    • Data sources
    • Accessing existing tables
    • Using SQL Queries to import data
  • 2. Advanced Options

    Partitioning

    • Optimization Metrics
    • Monotonic Constraints
    • Weight, Offset, and Exposure
    • Count of Events (F/S models)
    • and more…
  • 3. Advanced Functionality

    Compliance Documentation

    • Multiclass Classification
    • Anomaly Detection
    • Model Monitoring and Maintenance
    • Feature Engineering
    • Advanced Tuning
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  • DataRobot Deeper Dive Certification
    DataRobot Deeper Dive Certification
    Virtual class
    $500
    2 sections
    DataRobot Deeper Dive Certification
    DataRobot Deeper Dive Certification
    Virtual class
    $500
    2 sections
    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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