Deep Learning Essentials and Applications

Speaker:  Sunil Kumar Vuppala – Bangalore, India
Topic(s):  Artificial Intelligence, Machine Learning, Computer Vision, Natural language processing


The talk will cover essentials of deep learning - what is deep learning, why is it needed, why the hype now, how deep learning works - forward/backpropagation and where it can be used? The key takeaways from the session are to cover the introductory concepts of deep learning and where they can be applied in the real world.

    • Introduction to Deep Learning – ML vs DL
    • What is deep learning?
    • Why is it needed? Why the hype now?
    • How deep learning works - forward/backpropagation 
    • Tensorflow playground demonstration
    • Why advanced concepts of convolution, Recurrent networks
    • Where it can be used? 
    • Applications
    • Project ideas and Tips to be industry ready
    • Q&A

About this Lecture

Number of Slides:  35
Duration:  90 minutes
Languages Available:  English
Last Updated: 

Request this Lecture

To request this particular lecture, please complete this online form.

Request a Tour

To request a tour with this speaker, please complete this online form.

All requests will be sent to ACM headquarters for review.