Training title Date Location Price
Advanced DataRobot with Python (1-day compressed version) May 21 Boston, MA $500
One day course Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists who have experience programming in Python. * Please take note that this is a compressed 1-day version of our 2-day comprehensive class. Please understand that the topics will be covered at a much faster pace than in the 2-day class. If you are quite new to Python, please consider registering instead for our 2-day session.

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 R Certification July 16 New York, NY $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 Advanced June 25 Tokyo, Japan ¥90000
One day course Appropriate for

Overview

Course outline

Advanced DataRobot with Python Certification June 19-20 Singapore $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 July 11-12 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
DataRobot Model Deployment May 9 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 May 10 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 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 Deeper Dive Certification June 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 July 26 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 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.

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 8 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
  • 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.

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 21 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
  • 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.

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 June 4 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.

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 June 13 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
  • 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 June 20 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
  • 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 July 4 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
  • 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 July 10 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
  • 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 April 26 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 May 9 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 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 May 23 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 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 May 28 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 June 5 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 June 14 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 June 20 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 July 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 July 19 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 July 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 June 21 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 June 14 Kiev, 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 Essentials Certification April 23-24 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification April 24-25 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
  • 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 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification May 6-7 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
  • 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 Herndon, VA 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification May 14-15 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
  • 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 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
  • 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 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
  • 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 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
  • 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 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
  • 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 Osaka, 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 3-4 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 4-5 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 5-6 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 6-7 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 6-7 St. Paul, MN $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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 11-12 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 18-19 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 18-19 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 19-20 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 25-26 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 27-28 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification July 2-3 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification July 17-18 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification July 23-24 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification Jul 31 - Aug 1 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification July 24-25 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials Certification June 12-13 Kiev, 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
  • Model X-Ray
  • Learning curves
  • Model selection

3. DataRobot in Production

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