Tensorflow 2.0: Building computer vision applications


Skill level


Course cost

About this session


Tensorflow is one of the most popular deep learning libraries and deep learning has been responsible for some of the interesting applications such as:

1. COVID19 detection using chest x-rays 2. Language translation 3. Self-driving cars

In this lecture, we focus on building COVID19 detection solutions using Tensorflow 2.0 and Keras. We cover the following topics in the lecture:

1. Tensorflow 1.x Vs. Tensorflow 2.0 2. COVID19 detection using chest x-rays 3. How to convert Tensorflow 1.x code to Tensorflow 2.0 code 4. Tensorflow Serving 5. Tensorflow Lite (for mobile and embedded applications)

Relevant Jupyter notebooks will be provided for the participants to practice the ideas covered in the lecture.

Prerequisites: 1. Python programming hands-on 2. Familiarity with convolutional neural networks like VGG16 3. Familiarity with Tensorflow 1.x and Keras 4. Familiarity with Google collab"

About the Speaker

Dr. D Narayana

PHD (Pierre & Marie Curie University, Paris)

Professor, Professor, Artificial Intelligence and Machine Learning, Great Learning, PhD (Pierre & Marie Curie University, Paris)


Dr. Narayana holds a PHD in Mathematics from Pierre and Marie Curie University, Paris, France.

Dr. Narayana has more than 11 years of industry experience and over 4 years academic research experience. Over these years, he has worked as a professor, trader, project manager, team lead, and developer.

His area of expertise includes Machine learning, Optimization, Financial engineering and High frequency & algorithmic trading. He is proficient in R Language, Hadoop, Python & Big Data Technologies. He has published over ten research articles in international journals and conferences. He has taught courses in Big Data technologies, guided student projects and mentored students at premier institutes.

Great Learning Academy - Free Online Certification Courses

Great Learning Academy, an initiative taken by Great Learning to provide free online courses in various domains, enables professionals and students to learn the most in-demand skills to help them achieve career success.

Great Learning Academy offers free certificate courses with 1000+ hours of content across 700+ courses in various domains such as Data Science, Machine Learning, Artificial Intelligence, IT & Software, Cloud Computing, Marketing & Finance, Big Data, and more. It has offered free online courses with certificates to 1 Million+ learners from 140 countries. The Great Learning Academy platform allows you to achieve your career aspirations by working on real-world projects, learning in-demand skills, and gaining knowledge from the best free online courses with certificates. Apart from the free courses, it provides video content and live sessions with industry experts as well.

popup asset

Welcome to Great Learning Academy