The High Dimensional Data Analytics workshop aims at providing a forum for members of the research and academy community. The workshop enables the participants to understand the recent technologies in Machine learning, Data Science, Artificial Intelligence and its applications of high dimensional data. The sessions include both the discussion of machine learning and deep learning techniques in real time applications data and the challenges to apply practically. The sessions also include hands-on training. These sessions are designed based on domains like Predictive modeling and Machine Learning Algorithms using Python and Julia.