Advanced Predictive Modelling for Data Science
Designed for experienced data scientists, this course bridges the gap between descriptive analysis and complex predictive modelling. It focuses on specialist techniques like regression analysis, clustering, and ensemble methods for high-stakes business decision-making.
£450
Certified Advanced Data Science Professional
- Pass mark 70%
- Certificate on completion
- Verifiable public certificate ID
- English · available globally
Advanced Predictive Modelling for Data Science: the short answers
- What is Advanced Predictive Modelling for Data Science?
- Designed for experienced data scientists, this course bridges the gap between descriptive analysis and complex predictive modelling. It focuses on specialist techniques like regression analysis, clustering, and ensemble methods for high-stakes business decision-making.
- Who is Advanced Predictive Modelling for Data Science for?
- It is pitched at Advanced level for Data Scientists working in Applied Statistics for Data Analysis, and is studied online from any country.
- How long does Advanced Predictive Modelling for Data Science 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 Science Professional, issued as a certificate with a unique ID that employers can check in the public certificate register.
- How much does it cost?
- £450 once, with no subscription.
What you will be able to do
- Develop robust multiple regression models
- Implement classification algorithms for predictive outcomes
- Apply clustering techniques for segmentation
- Validate models using cross-validation methods
- Optimize model performance through feature engineering
Written by Dr. Marcus Thorne, Lead Data Scientist. Every submission is assessed automatically against the published criteria for Certified Advanced Data Science Professional, and the certificate is issued the moment the assessment is complete.
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