This course covers the actuarial professional associateship syllabus for the actuarial data science principles. It combines data analytics and modelling concepts with the practical applications of modern analytical tools and techniques, as well as their actuarial applications. This course covers the key iterative steps involved in building a model - business understanding, data understanding and preparation, modelling, evaluation, communication and deployment.