The webinar provided insights about Machine Learning and Deep Learning and how they are shaping the world we live in. The session covered the fundamentals of Machine Learning and Deep Learning. A variety of data training models including linear and logistic regression were explained. The concepts of supervised, unsupervised and reinforcement learning were introduced with examples. The implementation of ANN, CNN and RNN in various domains was discussed. The session was conducted by Jayanth Shreekumar, an alumnus of PES University, Electronics and Communication engineer who works as data science intern with Perfios Solutions and plans to pursue a Masters degree in electrical and computer engineering at the University of California, Los Angeles this fall. The webinar was organised by IEEE student branch on MSTeams on March 5, 2021.