The Department of Computer Science and Engineering organized a Five Day National Level Workshop on Practical Deep Learning from 01.02.2021 (Monday) to 05.02.2021 (Friday) from 01.00 p.m. to 03:30 p.m. for the benefits of students, research scholars and faculties of NICHE. Around 134 participants registered and 73 participated in this workshop. The Convener for the programme was Dr. C. P. Maheswaran, Head of Computer Science and Engineering Department and the Programme Coordinators were Dr. A. Anitha, Associate Professor and Prof. S. Safrin, Assistant Professor from Department of Computer Science and Engineering, Noorul Islam Centre for Higher Education. Registration was done online using the link, https://forms.gle/w4zsvaW4bHXcntyD8.No registration fee was collected. The last date for registration was fixed to 31/01/2021. Meeting link was shared to all participants through their registered email id. The Resource Person Dr. Shaja Arul Selvamani, Director Data Science, Envestnet Yodlee, USA, highlighted the importance of deep learning using Multi-Layer Perceptron Learning, Hidden Layer Perceptron, Convolution Neural Network.He also demonstrated TensorFlow, in order to develop fully customised deep learning models and workflows for any application using generative Models. He also conducted practical sessions in Google Colab environment and discussed the upcoming research trends and applications related to deep learning.