Data Scientists of all skill levels

DataRobot is for data scientists of all skill and experience levels. By making model selection and optimization fast and easy, DataRobot frees you up to do what only you can do: define the right problem, optimize the data set, and interpret the results.

One day course

DataRobot for Data Scientists

Appropriate for experienced data scientists

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This streamlined session provides a hands-on opportunity to learn to use DataRobot to increase model-building productivity. Intended for experienced, expert data scientists, this short course focuses on practical use of DataRobot to quickly build, interpret, and implement highly accurate machine learning models.

1. Data Exploration and Preparation

  • Data loading
  • Exploratory data analysis
  • Target specification
  • Automated feature engineering

2. Modeling and Interpretation

  • Feature impact
  • DataRobot Insights
  • Blended models
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
two day course

Advanced DataRobot with Python

Appropriate for graduates of DataRobot Essentials who program in Python

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Get the best machine learning results using advanced feature engineering and model tuning. Review the powerful pandas data preparation package, and learn to integrate advanced modeling and predictions into an automated workflow with the DataRobot API. DataRobot Essentials and prior experience with Python required.

1. Data Preparation in Pandas

  • Exploratory analysis
  • Data cleaning
  • Data visualization
  • Table merges
  • Feature engineering

2. Advanced Techniques in DataRobot

  • Metric selection
  • Automated feature engineering
  • Creating feature lists
  • Advanced tuning

3. DataRobot API

  • Creating projects
  • Defining feature lists
  • Monitoring
  • Calling predictions
  • Pipeline automation
  • Oct $1000

    18-19
    Chicago, IL
Developmental Program

Data Science Team Development

Appropriate for Business Analysts, Data Engineers, working Data Scientists, and others committed to ongoing data science skills development

DataRobot University offers a real world, project-based curriculum to help your 
team learn what the world’s best data scientists know. Our coaches work with 
you to develop customized and relentlessly 
practical training tailored to your team’s skills and goals.

1. Pragmatic Data Science

  • Business problem definition
  • Acquiring and exploring data
  • Modeling data
  • Interpreting results
  • Implementing and documenting

2. Programming for Data Science

  • Data preparation in pandas
  • Data preparation in R
  • Merges and aggregation
  • Data exploration
  • Feature transformations

3. Advanced Skills Development

  • Project-based coaching
  • Automated modeling
  • Advanced feature engineering
Two to five day training

Custom Client Training

Appropriate for Groups of six or more DataRobot users in one location

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.

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
  • Model X-Ray
  • Learning curves
  • Blended models
  • DataRobot insights
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Prediction API
  • DataRobot Prime
  • Managing and sharing projects

Have a question about learning data science with DataRobot?

Contact us