Event Details

ICFOSS is organising a 5-day Faculty Development Program (FDP) on “Advanced Deep Learning Techniques” from 16^th August 2022 to 20^th August 2022. The contents will be covered practically with concepts of theoretical knowledge. Participants will be provided with lab facilities for hands-on training.

Objectives:

This programme intends to facilitate up-gradation of knowledge, skill and assistance to the participants.

Course Highlights:

Prerequisite: Basic knowledge in Python and Machine learning is preferable.

Mode of Training:

This hands-on program is meant to explore the concepts of advanced deep learning techniques using Transfer learning, Auto encoders, and GAN along with some sessions on python and concepts of Machine learning and Neural networks.

Modules:

Introduction to Python, Familiarization with Numpy, Pandas and Matplotlib
(Installation process, Google Colab). Hands on – Python Programming, Linear Algebra, Regularization and Optimization – Mathematical Concepts, Fundamentals of ANN, Deep Neural
Network, CNN, RNN, Hands on -ANN in Tensorflow , Convolutional Neural Networks
(CNN), Transfer Learning(Alexnet) , Auto Encoders , Variational Auto Encoders and GAN

Targeted Participants:

• Faculty Members , Research scholars and PG students.

• 30 No.s / Batch on first-come-first- served basis.

Certification Criteria:

• 80% of attendance

Dates: From 16^th August to 20^th August 2022

Registration Fee: Faculty Members: Rs. 2,000 /-

PG students and Research scholars: Rs.1,000/-

Last date of application : 12^th August 2022

For online payment, the bank accounts details of ICFOSS is as follows:

Candidates are requested to upload the below given particulars in the following size & format, during the time of registration:

Register here