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DevConf.IN'19 has ended
DevConf.IN is the annual Developer’s Conference organized by Red Hat, India. The event provides a platform to the FOSS community participants and enthusiasts to come together and engage in knowledge sharing activities through technical talks, workshops, panel discussions, hackathons and much more.

All you have to do is a FREE registration here. There is no admission or ticket charges applicable to be a part of the event. All the event activities will be in English.

We are committed to foster an open and welcoming environment for everyone at our conference. We have our inclusive code of conduct and media policies, which we expect to be duly adhered during the event.

When: August 2-3, 2019

Venue: Christ University - Bengaluru, India

Click here for more updates about DevConf.

Registration Link: https://devconfin19.eventbrite.com

Last Date of Registration: 31st July, 2019

We request you to mark the talks you’re interested to help save time.
Saturday, August 3 • 10:15am - 10:45am
Mathematical foundations of Neural Networks

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I will take a specific use case of deep learning and then show how to build a simple neural network to solve the problem. I will dig deep into the inner workings of the neural network. Specifically, I will be taking each component of the neural network one-by-one (forward propagation, back propagation, activation function, regularization, loss function, optimize, metrics, etc) and explain what mathematical concepts are involved in each component (linear algebra, multivariable calculus, etc). I will then explain how these concepts are used at the mathematical level (at the level of tensors). The focus of the talk will mainly be at the mathematical level and not at the high level of built-in libraries.

Speakers
avatar for Tarun Paparaju

Tarun Paparaju

Student, Greenwood High School
I am Tarun Sriranga Paparaju and I am 17 years old. I love advanced mathematics and computer programming. But, in particular, I love data science. I do several of my own data science projects on GitHub (my GitHub profile and my GitHub repositories), I have participated in severa... Read More →