This programme develops Machine Learning skills for solving real-life problems in the new digital world. Machine Learning combines computer science and statistics to analyse raw real-time data, identify trends, and make predictions. The participants will explore key techniques and tools to build Machine Learning solutions for businesses.
This programme is for leaders and managers who need to deepen their understanding of Machine Learning and support digital transformation in order to create the organisation’s strategic competitive advantage. This programme does not require technical Machine Learning skills.
Duration: 1 hour
An introduction to terminology, definitions, and concepts of Machine Learning
The evolution and future of Machine Learning
Introduction to relevant Machine Learning techniques, decision trees, algorithms, datasets, and statistical techniques
Overview of principles, techniques and business applications of Machine Learning
Supervised and Unsupervised Learning
Classification, regression, and clustering
Performance evaluation of Supervised and Unsupervised Learning algorithms
Deep Learning for business
Best practices in Machine Learning
Introduction to Artificial Intelligence, Robotics, Data Science and Blockchain