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Computer Society of India, Trivandrum Chapter organizes National Workshop on Deep Learning at CSI Hall, Cherian's Square, Ambujavilasam Road, Trivandrum on 3rd and 4th December, 2018.
Deep Learning is at the cutting edge of what machines can do, and developers and business leaders absolutely need to understand what it is and how it works. This unique type of algorithm has far surpassed any previous benchmarks for classification of images, text, voice and video. It also powers some of the most interesting applications in the world, like autonomous vehicles and real-time translation.
The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding.
Pedagogy
Will consist of theoretical sessions to enable participants to understand the conceptual base and hands on programming exercises to reinforce the learning. Participants are required to bring their own laptops with WiFi connectivity.
Training Prerequisites
Basic Knowledge in Programming. A quick recap of Python is included in the session.
Faculty Profile
Dr. Vishnukumar S, Chairman, CSI Trivandrum Chapter and Faculty, MBCET.
Dr. Tessy Mathew, Head of CSE Department, MBCET.
Dr. Jisha John, Faculty, MBCET
Prof. Aswathy Ravikumar, Faculty, MBCET
Prof. Binu Jose A, Faculty, MBCET
Prof. Jesna Mohan , Faculty, MBCET
List of Topics
| 1. Introduction to Machine learning • Supervised /Unsupervised Learning • Logistic and Linear Regression |
| 2. Python for Data Science • Python Basics • Libraries:Numpy, Mathplotlib, Scikit ,Keras |
| 3. Deep Neural Network • Artificial Neural Network • Deep feed forward neural network • Optimization and Regularization Strategies • Auto Encoders • Hands on Session |
| 4. Convolution Neural Network • Convolution Neural Network • Transfer Learning • Hands on session |
| 5. Recurrent Neural Networks • RNN • Hands on session |
Training materials shared by the faculty will be given to each participant. Certificates will be provided to the participants on the successful completion of the workshop.
For more details about the event, please contact Rajesh at 9400796741
Contact Address:
Computer Society of India Trivandrum Chapter, Reg. No. 41/1965, TC.82/5426, Symphony, 1st Floor, Cherian's Square, Ambujavilasam Road, Thiruvananthapuram, Kerala, India, PIN: 695001 Landline: 0471-2479282
Email: info@csitvm.org
Website: www.csitvm.org
Facebook: www.facebook.com/csitvm
Linked In: www.linkedin.com/in/csitvm
Registered Office: #302, Archana Arcade, 10-3-190, St.Johns Road, Secunderabad 500025 Phone: 040-27821998
Headquarters: Samruddhi Venture Park, Unit No.3, 4th Floor, MIDC Andheri(E), Mumbai 400093 Phone: 022-29261700 Email: hq@csi-india.org
Education Directorate: CIT Campus, 4th Cross Road, Taramani, Chennai 600113 Phone: 044-22541102
(Batch size : 50 participants only)
