Computer Vision and NLP using Deep Learning

In this One Day Hands-On session, Dr. Saptarsi Goswami and Aditya Bhattacharya will be sharing with the participants on using Deep Learning for Computer Vision and Natural Language Processing Applications.

Trainers

• Dr. Saptarsi Goswami, Assistant Professor, University of Calcutta and Meetup Ambassador at Open Data Science Conference (ODSC) Kolkata Chapter

• Aditya Bhattacharya, Software Engineer, D&T - Azure/Cloud Platform, West Pharmaceutical Services, Bengaluru

Mr. Aditya Bhattacharya will be introducing the basics of Machine Learning, Neural Networks, and Mathematics and Statistics needed for understanding and working with Data and AI.  This will be followed by a workshop on Deep Learning for Computer vision where he will cover the following topics:

• Introduction to Convolutional Neural Networks

• Popular ConvNet Architectures

• Data Augmentation

• Transfer Learning

• Supervised Learning Application using CNN

• Bonus Topic: Neural Style Transfer - Create your own masterpiece!

In the afternoon session, the following topics will be covered by Dr. Saptarsi Goswami:

• Text Data Overview

• Pre-processing on text data

• Classical text representation and text embedding

• Sentiment Analysis Case Study

• Pre-requisites: Basic knowledge on Machine Learning and Natural Language ProcessAudience: Anyone with hunger to learn NLP and ML.

Certificates will be provided to all the participants.

The code and resources used will also be shared post the workshop.