On Dec 22nd,23rd,27th a 3-Day national online workshop on topic on Advanced machine learning techniques conducted by dept. of statistics, Rajagiri college of Social Sciences and Little Flower Degree& PG college, Uppal. The workshop kicked off on a high note with a comprehensive session led by the esteemed V.V. Haragopal, Retd. Prof. of Osmaina university, Hyderabad. Participants delved into the intricacies of multivariate analysis, gaining insights into its applications and relevance in the rapidly evolving landscape of machine learning. Day 2 continued the momentum with an insightful session conducted by Dr.A.Rajini, Asst. Professor, Bhavan’s Vivekananda college of science, humanities and commerce, Telangana, focusing on emerging trends in machine learning. Attendees explored cutting-edge techniques, practical applications, and engaged in lively discussions about the future trajectory of the field. The grand finale featured Dr. Bindu Krishnan, Senior Statistician, an expert in the field, who delved into the fascinating world of neural networks. Participants gained a deeper understanding of this foundational aspect of machine learning, unravelling its complexities and potential applications.