Training title Date Location Price
Data Science for Actuaries Certification March 28-29 Boston, MA $1000
Two Day Class Appropriate for actuaries and actuarial students

Overview

This course focuses on end-to-end development of predictive modeling using machine learning in an actuarial context. 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. You will gain the skills you need to make the most to explore, model, and act on data. Examples include mortality modeling, hospital readmissions, and fraud detection.

Course outline

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

  • Cross-validation
  • Model performance
  • Main predictors
  • Variable and model selection

DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
  • Communicating results
Advanced DataRobot with Python Certification April 10-11 San Francisco, CA $1000
two day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists who program in Python

Overview

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 or DataRobot for Data Scientists and prior experience with Python required.

Course outline

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
DataRobot Model Deployment March 14 Tokyo, Japan ¥90000
One Day Course Appropriate for experienced DataRobot users

Overview

This intensive session covers the benefits and technical aspects of a wide range of methods to deploy machine learning models developed in DataRobot. Intended for experienced users of DataRobot, this session coaches you on the best ways to operationalize your DataRobot models in manual, automated, batch, and real-time applications to maximize the benefits of predictive modeling. Some examples will be in the Python programming language so prior Python experience is helpful.

Course outline

1. DataRobot Architecture and API

  • Building models using the API
  • DataRobot API
  • Predictions API
  • Shared Cloud
  • DataRobot Enterprise
  • DataRobot Hadoop

2. Deployment Options

  • Drag and Drop
  • DataRobot API
  • Prediction API
  • Batch Scoring Script
  • DataRobot Prime
  • Coefficient Export
  • DataRobot Code Generation
  • Spark Deployment

3. Monitoring

  • Calendar Refresh
  • Performance Refresh
  • Population Refresh
DataRobot Deeper Dive Certification February 22 London, UK $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

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
DataRobot Deeper Dive Certification March 21 London, UK $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

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
DataRobot Deeper Dive Certification March 18 New York, NY $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

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
DataRobot Deeper Dive Certification May 17 Boston, MA $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

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
DataRobot for Data Scientists Certification February 21 San Francisco, CA $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification March 7 Singapore $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification March 8 Boston, MA $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification March 12 Tokyo, Japan ¥90000
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification March 20 London, UK $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification April 4 Singapore $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification April 19 New York, NY $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification May 9 Singapore $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification May 23 London, UK $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot for Data Scientists Certification May 13 Boston, MA $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead, an expanded two-day course, covering best practices in machine learning.

Overview

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.

Course outline

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
DataRobot Time Series Modeling Certification February 18 Singapore $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification February 20 Tokyo, Japan ¥90000
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification February 21 London, UK $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification February 22 Melbourne, Australia Sold out
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification February 27 Auckland, NZ $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification March 8 Singapore $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification March 29 New York, NY $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification April 5 Singapore $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification April 17 Sydney, Australia $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification April 25 San Francisco, CA $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification April 5 Boston, MA $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification April 11 London, UK $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification May 10 Singapore $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification May 24 New York, NY $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Time Series Modeling Certification April 12 Chicago, IL $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists

Overview

Gain the skills you need to make the most of the automated time series modeling capabilities of DataRobot to explore and make forecasts on your data. This course provides hands-on coverage of the DataRobot platform and its features, expert advice handling time series problems, and guidance on how to extract business value from your predictions.

Course outline

1. Introduction to Time Series

  • Problem definition
  • Feature engineering
  • DataRobot’s approach

2. Modeling and Insights

  • Backtesting
  • Accuracy plots
  • Feature interpretation
  • Making forecasts

3. Best Practices

  • Enriching data
  • Feature Selection
  • Model Evaluation
DataRobot Essentials Certification February 19-20 San Francisco, CA $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification February 19-20 London, UK Sold out
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification February 20-21 Melbourne, Australia Sold out
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification February 25-26 Auckland, NZ Sold out
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification February 26-27 Herndon, VA Sold out
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification March 5-6 Singapore $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification March 6-7 Boston, MA $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification March 7-8 Tokyo, Japan ¥180000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification March 7-8 Chicago, IL $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification March 13-14 San Francisco, CA $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification March 18-19 London, UK $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification March 27-28 New York, NY $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 2-3 Singapore $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 9-10 London, UK $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 15-16 Sydney, Australia $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 17-18 New York, NY $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 23-24 San Francisco, CA $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 3-4 Boston, MA $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 25-26 Herndon, VA $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification May 7-8 Singapore $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification May 22-23 New York, NY $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification May 21-22 London, UK $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification May 15-16 Boston, MA $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 10-11 Chicago, IL $1000
Two day course Appropriate for business analytics professionals and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists instead, a streamlined one-day alternative with additional topics.

Overview

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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects