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DevConf.IN '18 has ended
DevConf.in 2018 is the second free annual community conference sponsored by Red Hat for Developers, System admins, DevOps engineers, Testers, Documentation writers and other contributors to open source technologies. It is a platform for the local FOSS community participants to come together and engage in the knowledge sharing through technical talks, workshops, panel discussions, hackathons and such activities.

When: August 4-5, 2018

Venue: Christ University - Bengaluru, India

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Saturday, August 4 • 3:00pm - 5:00pm
Deep Learning Primer on Tensorflow

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Brief on Machine Learning, Deep Learning and History. Machine Learning vs. Deep Learning. Statistics + Optimization. Artificial Neural Network Overview, Motivation, and Evolution.
Task 1 : Perceptrons.
Task 2 : Understanding Optimization, Regularization and Overfitting.
Task 3 : Logistic Regression in Tensorflow.
Task 4 : Convolutional Neural Networks.
Task 5 : Auto Encoders and GAN.
Task 6 : Sequence Learning.
Task 7 : Capsule Networks. Future Discussion and Conclusion.

Attendees should install Jupyter Notebook and Tensorflow which can be easily done through Anaconda.

https://www.pugetsystems.com/labs/hpc/How-to-Install-Anaconda-Python-and-First-Steps-for-Linux-and-Windows-917/

NOTE: This workshop is limited to 40 attendees

Speakers
VB

Vibhav Bobade

Associate Software Maintenance Engineer, Red Hat


Attendees (307)