Advanced Data Analytics

Teaching assistant for postgraduate Advanced Data Analytics course. This course spans machine learning methods, data visualisation techniques and Natural Language Processing (NLP) methods. Machine learning methods covered range from dimensionality reduction and clustering to probablistic models and deep-learning neural networks. Data visualisation is primarily done via Python and Tableau. NLP methods covered include Long Short Term Memory networks, Recurrent Neural Networks and Transformers. Further information on the course can be found here