One Day Webinar on “Decoding the Future - The Power of Machine Learning” held on 24.09.2024, at 01.15 pm-02.45 pm. Dr.A.Arun Gnanaraj, a Data Scientist and Software Project Manager at Qanawat LLC, Dubai, the resource person of the workshop conducted a highly interactive session on Machine Learning Fundamentals, delivered an insightful presentation on the basics and importance of machine learning in the current technological landscape. His presentation covered key concepts such as Supervised Learning, Unsupervised Learning & Reinforcement Learning. The session highlighted various real-world applications of machine learning, including Healthcare as Predictive Analytics for diagnosing patients and optimizing treatment plans, Finance as Fraud detection systems using transaction analysis to identify suspicious patterns, Retail Market as Personalized marketing strategies based on customer behavior analysis, Autonomous Vehicles as Machine learning applications for navigation and obstacle detection. Students has actively participated in the event.