Machine Learning

Issued by Cardiff Metropolitan University

This badge offers skills in machine learning model (MLM) development without extensive coding using autoML and low-code open-source libraries. It will introduce the concepts of setting up their own development environment, data analysis and feature creation. It has an overview of various MLM types, such as Classification, Regression and Natural Language Processing, Topic Modelling. Interprets MLM using visualisations and other AI methods & integrate a MLM as a data science web application.

Skills

To analyse and evaluate various statistical and computational techniques for analysing datasets and determine the most appropriate technique for a business problem
To develop, implement and evaluate solutions for processing datasets
To evaluate and apply aspects of data science applications and their use
To evaluate and apply key steps and resolve issues involved in the preparation, cleaning, and exploration of data. As well as the creation, optimisation, and evaluation of machine learning models and their output

Earning Criteria

Completed the following topics: Creating your own machine learning model development environment Exploratory Data Analysis Supervised Machine Learning Model Development - Classification and Regression Models Model Interpretation and Explainable AI Time Series Forecasting Models Unsupervised Machine Learning Model Development - Clustering and Natural Language Processing, Topic Modelling.
Written & Assessed Assignment