Machine Learning Micro Credential (Level 4)
Issued by
Cardiff Metropolitan University
Earners of this badge will have skills in machine learning model (MLM) development using autoML and low-code open-source libraries. They will know the principles associated with establishing a development environment, conducting data analysis and feature creation. They will have used various MLM types, such as classification, regression, clustering & time series forecasting. They can interpret MLM using visualisations & can integrate MLM as a data science web application.
- Type Certification
Skills
- Describe the fundamentals of Machine Learning model development
- Develop both unsupervised and supervised machine learning models
- Evaluate and apply key steps involved in Exploratory Data Analysis
- Evaluate model machine learning model performance
- Interpret machine learning model output using Explainable AI methods
- Written & Assessed Assignment
Earning Criteria
-
Completed the following topics: Setting up a development environment; Exploratory data analysis; Development of both supervised and unsupervised machine learning model types, including: classification, regression, clustering, time series forecasting; How to evaluate the performance and interpret the output of machine learning models using visualisations and other explainable AI methods.