Training title Date Location Price
Machine Learning and AI for Executives November 15 London, UK $500
Three-Hour Seminar Appropriate for business executives sponsoring, funding, or implementing machine learning initiatives.

Overview

Gain insight into how to drive success in machine learning. Identify key points in the machine learning life cycle where executive oversight really matters. Learn effective methods to help your team deliver better predictive models, faster. You'll leave this seminar able to identify business challenges well suited for machine learning, with fully defined predictive analytics projects your team can implement now to improve operational results. Attendance at this seminar is by invitation. If you would like to be invited, please contact your DataRobot representative or email dru@datarobot.com .

Course outline

1. Machine learning and you

  • The machine learning line-up
  • Definitions, buzzwords, and hype
  • Making big data have a big impact

2. Implementing machine learning

  • Organizational approaches
  • Enterprise machine learning
  • Machine learning-driven enterprises

3. Identifying opportunities

  • Problems you can solve
  • Evaluating and prioritizing
  • Effective execution
Advanced DataRobot with R Certification October 22 Chicago, IL $500
one day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists who program in R.

Overview

The Advanced DataRobot with R course is a one-day, hands-on coverage of expert techniques to get the best machine learning results using the power of the DataRobot API. In addition, you’ll learn to build custom visualizations and autopilot processes as well as how to enhance results through sophisticated statistical methods.

Course outline

1. DataRobot API

  • Creating and running projects
  • Extracting insights for visualizations
  • Pipeline automation

2. Advanced Techniques

  • Creating your own custom autopilot
  • Feature selection methods
  • Assessing variance in your results
DataRobot Model Deployment November 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 Advanced October 29 Tokyo, Japan ¥90000
One day course Appropriate for

Overview

Course outline

DataRobot Advanced December 17 Tokyo, Japan ¥90000
One day course Appropriate for

Overview

Course outline

Advanced DataRobot with Python Certification October 24-25 Boston, MA $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
Advanced DataRobot with Python Certification November 5-6 Hong Kong $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 Deeper Dive Certification October 18 San Francisco, CA $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 October 30 Kyiv, Ukraine Sold out
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 November 11 Singapore $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 November 1 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 Deeper Dive Certification November 14 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 December 20 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 for Data Scientists Certification October 25 Tokyo, Japan ¥90000
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification October 28 Melbourne, Australia $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification November 7 Singapore $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification November 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.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification November 8 Tokyo, Japan ¥90000
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification November 29 Tokyo, Japan ¥90000
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification December 5 Singapore $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification December 12 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.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification December 13 London, UK $500
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists Certification December 13 Tokyo, Japan ¥90000
One day course Appropriate for experienced data scientists. Early career data scientists and other beginning users should attend DataRobot Essentials instead.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Time Series Modeling Certification October 25 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 Time Series Modeling Certification October 29 Melbourne, 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 October 30 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 November 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 November 13 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 November 14 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 November 20 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 November 22 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 November 22 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 November 29 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 December 6 Kyiv, Ukraine $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 December 6 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 December 13 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 Time Series Modeling Certification December 18 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 Essentials Certification October 17-18 Melbourne, Australia $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification October 17-18 Singapore $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification October 23-24 Chicago, IL Sold out
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification October 23-24 Pittsburgh, PA $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification October 24-25 Tokyo, Japan ¥180000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification October 24-25 Hong Kong $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification October 28-29 Kyiv, Ukraine Sold out
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification October 30-31 Boston, MA Sold out
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 5-6 Singapore $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 7-8 Tokyo, Japan ¥180000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 11-12 London, UK $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 12-13 San Francisco, CA $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 13-14 New York, NY $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 20-21 Boston, MA $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 21-22 Singapore $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 25-26 Melbourne, Australia $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 27-28 Sydney, Australia $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification November 28-29 Tokyo, Japan ¥180000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 3-4 Singapore $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 4-5 Herndon, VA $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 4-5 Kyiv, Ukraine $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 10-11 San Francisco, CA $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 11-12 Chicago, IL $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 11-12 London, UK $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 12-13 New York, NY $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 12-13 Boston, MA $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification December 12-13 Tokyo, Japan ¥180000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification October 24-25 Frankfurt, Germany $1000
Two day course Appropriate for data analysts and early career data scientists. Expert data scientists should attend DataRobot for Data Scientists.

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
  • Prediction Explanations
  • Learning curves
  • Model selection

3. DataRobot in Production

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