DataRobot - Machine Learning Automation
The training focuses on using the DataRobot platform to automate machine learning processes. Participants will learn about the platform's advanced features and best practices for automating predictive modeling. The program combines theory with practical workshops where participants work on real use cases. Classes are conducted in the form of interactive workshops using the DataRobot platform.
Issues
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Automatic machine learning
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Data preparation
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Feature engineering
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Model selection
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Interpretation of results
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Monitoring of models
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Implementing solutions
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Performance optimization
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Process automation
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Integration of systems
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MLOps best practices
Benefits
- The participant will gain the ability to effectively use the DataRobot platform in ML projects
- To automate the processes of creating and implementing predictive models
- Will learn techniques for optimizing and monitoring machine learning models
- Will be able to interpret and explain the performance of automated ML models
- Will gain knowledge of best practices in machine learning automation
- Will learn to integrate DataRobot solutions into existing systems
Who is this training for?
Prerequisites
- Basic knowledge of machine learning
- Experience in data analysis
- Knowledge of business processes
- Fundamentals of statistics
Training program
Platform architecture
- Configuring the environment
- Data import and preparation
- Automatic data profiling
- Automatic modeling
- Algorithm selection
Parameter tuning
- Evaluation of models
- Interpretation of results
Advanced features
- Feature engineering
Anomaly detection
- Time series modeling
- Explanation of models
- Implementation and monitoring
- Deployment of models
- Performance monitoring
Model management
- Integration with systems
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Who is the DataRobot - Machine Learning Automation training for?
The target audience includes data analysts, Data Scientists, and machine learning specialists. Level: advanced.
How long is the DataRobot - Machine Learning Automation training?
The training lasts 1 day. It is delivered online or on-site.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT is ISO 9001 certified.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
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Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.