Training title Date Location Price
Machine Learning and AI for Federal Executives April 18 Washington DC
4 hour seminar Appropriate for federal executives
Overview
Course outline
Gain insight into how to drive success in machine learning. Identify key points in the machine learning life cycle where federal executive oversight really matters. Learn effective methods to help your team deliver better predictive models, faster. You'll leave this seminar able to identify mission challenges well suited for machine learning, with fully defined predictive analytics projects your team can implement now to improve operational results.

Machine learning and you

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

Implementing machine learning

  • Organizational approaches
  • Enterprise machine learning

Identifying opportunities

  • Problems you can solve
  • Federal case studies
  • Effective execution
DataRobot Hands-On Workshop March 7 Singapore $0
Four hour hands-on workshop Appropriate for all interested in learning about DataRobot.
Overview
Course outline
This session is a hands-on deep dive into automated machine learning, allowing you to build advanced AI models without programming. No background in data science, and no programming is required - just an interest in learning how machine learning is changing the competitive landscape.

Brief introduction to machine learning

  • Good machine learning projects
  • How to select a prediction target

Hands on experience using DataRobot

  • Loading datasets
  • Model building
  • Model interpretation

Discussion on best practices

  • Data preparation
  • Model monitoring
  • Model maintenance
Data Science for Actuaries March 1-2 Boston, MA $1000
Two Day Class Appropriate for actuaries and actuarial students
Overview
Course outline
This course focuses on end-to-end development of predictive modeling using machine learning in an actuarial context. Provides hands-on coverage of the DataRobot platform and its features, expert advice on best practices in machine learning, and guidance on how to integrate predictions into your production systems. You will gain the skills you need to make the most to explore, model, and act on data. Examples include mortality modeling, hospital readmissions, and fraud detection.

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

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

DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
  • Communicating results
Data Science for Actuaries March 20-21 Munich, Germany €800
Two Day Class Appropriate for actuaries and actuarial students
Overview
Course outline
This course focuses on end-to-end development of predictive modeling using machine learning in an actuarial context. Provides hands-on coverage of the DataRobot platform and its features, expert advice on best practices in machine learning, and guidance on how to integrate predictions into your production systems. You will gain the skills you need to make the most to explore, model, and act on data. Examples include mortality modeling, hospital readmissions, and fraud detection.

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

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

DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
  • Communicating results
Machine Learning and AI for Executives March 9 Hong Kong $0
Four-Hour Seminar Appropriate for business executives sponsoring, funding, or implementing machine Learning initiatives
Overview
Course outline
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.

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
Machine Learning and AI for Executives March 13 Sydney, Australia $0
Four-Hour Seminar Appropriate for business executives sponsoring, funding, or implementing machine Learning initiatives
Overview
Course outline
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.

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
Machine Learning and AI for Executives March 23 Seoul, S. Korea $0
Four-Hour Seminar Appropriate for business executives sponsoring, funding, or implementing machine Learning initiatives
Overview
Course outline
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.

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
DataRobot for Data Scientists February 28 London, UK £400
One day course Appropriate for experienced data scientists
Overview
Course outline
This streamlined session provides a hands-on opportunity to learn to use DataRobot to increase model-building productivity. Intended for experienced, expert data scientists, this short course focuses on practical use of DataRobot to quickly build, interpret, and implement highly accurate machine learning models.

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

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

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists March 15 San Francisco, CA $500
One day course Appropriate for experienced data scientists
Overview
Course outline
This streamlined session provides a hands-on opportunity to learn to use DataRobot to increase model-building productivity. Intended for experienced, expert data scientists, this short course focuses on practical use of DataRobot to quickly build, interpret, and implement highly accurate machine learning models.

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

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

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists March 16 Sydney, Australia $500
One day course Appropriate for experienced data scientists
Overview
Course outline
This streamlined session provides a hands-on opportunity to learn to use DataRobot to increase model-building productivity. Intended for experienced, expert data scientists, this short course focuses on practical use of DataRobot to quickly build, interpret, and implement highly accurate machine learning models.

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

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

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists March 23 Boston, MA $500
One day course Appropriate for experienced data scientists
Overview
Course outline
This streamlined session provides a hands-on opportunity to learn to use DataRobot to increase model-building productivity. Intended for experienced, expert data scientists, this short course focuses on practical use of DataRobot to quickly build, interpret, and implement highly accurate machine learning models.

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

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

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists March 29 London, UK £400
One day course Appropriate for experienced data scientists
Overview
Course outline
This streamlined session provides a hands-on opportunity to learn to use DataRobot to increase model-building productivity. Intended for experienced, expert data scientists, this short course focuses on practical use of DataRobot to quickly build, interpret, and implement highly accurate machine learning models.

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

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

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot for Data Scientists April 25 New York, NY $500
One day course Appropriate for experienced data scientists
Overview
Course outline
This streamlined session provides a hands-on opportunity to learn to use DataRobot to increase model-building productivity. Intended for experienced, expert data scientists, this short course focuses on practical use of DataRobot to quickly build, interpret, and implement highly accurate machine learning models.

1. Data Exploration and Preparation

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

2. Modeling and Interpretation

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

3. DataRobot in Production

  • Accuracy vs latency
  • Batch prediction
  • Prediction API
  • Managing projects
DataRobot Essentials February 22-23 Boston, MA $1000
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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 March 13-14 San Francisco, CA $1000
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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 March 14-15 Sydney, Australia $1000
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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 March 19-20 New York, NY $1000
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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 March 20-21 Hong Kong $1000
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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 March 21-22 Boston, MA $1000
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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 March 26-27 Seoul, S.Korea $1000
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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 March 27-28 London, UK £800
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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 April 23-24 New York, NY $1000
Two day course Appropriate for business analysts and beginning data scientists
Overview
Course outline
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.

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