Advanced Predictive Modeling and Machine Learning with R
This advanced program equips senior practitioners with sophisticated modeling techniques in R. Participants will learn to build, tune, and deploy robust predictive models for complex business problems.
£550
Certified Advanced Data Scientist
- Pass mark 70%
- Certificate on completion
- Verifiable public certificate ID
- English · available globally
Advanced Predictive Modeling and Machine Learning with R: the short answers
- What is Advanced Predictive Modeling and Machine Learning with R?
- This advanced program equips senior practitioners with sophisticated modeling techniques in R. Participants will learn to build, tune, and deploy robust predictive models for complex business problems.
- Who is Advanced Predictive Modeling and Machine Learning with R for?
- It is pitched at Advanced level for Senior Data Scientists working in Data Analytics with Python or R, and is studied online from any country.
- How long does Advanced Predictive Modeling and Machine Learning with R take?
- Around 24 hours of study, plus the assessed assignments and one applied project.
- How is the certification assessed?
- Every assignment and the final project are assessed automatically against the published criteria. The pass mark is 70%, and an item that does not pass can be resubmitted.
- What do I receive when I pass?
- Certified Advanced Data Scientist, issued as a certificate with a unique ID that employers can check in the public certificate register.
- How much does it cost?
- £550 once, with no subscription.
What you will be able to do
- Develop high-performance predictive models using advanced algorithms.
- Implement rigorous feature engineering techniques to improve model accuracy.
- Apply hyperparameter tuning to optimize model performance.
- Evaluate model robustness using cross-validation and error analysis.
- Deploy and monitor models in production environments.
Written by Dr. Marcus Thorne, Chief Data Officer. Every submission is assessed automatically against the published criteria for Certified Advanced Data Scientist, and the certificate is issued the moment the assessment is complete.
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