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Saturday, March 18 • 11:00am - 1:00pm
Workshop : Image Classification using Deep Learning

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In this workshop on Image Classification using Deep Learning, we start from scratch to learn enough theory and programming tools to implement state-of-the-art models on standard image datasets. We'll also look at how to build your own image classification pipeline and then cover some of the recent developments in the field.

Outline

  • Introduction to Supervised Machine Learning
  • Preparing for Machine Learning
  • Stochastic Gradient Descent
  • Introduction to Artificial Neural Networks
  • Convolutional Neural Networks
  • MNIST
  • Important Architectures and the state of the art
  • Designing a CNN training pipeline

Prerequisite

Participants are encouraged to bring a laptop (preferably with a cuda-supported (nvidia) graphics card) preinstalled with Python 3.x, cuda (if the graphics card is present), Keras and TensorFlow if they wish to work through the hands-on examples presented in the workshop (familiarity with Python will help). It is also possible to simply attend the workshop without executing the hands-on examples.

Speakers
avatar for Soumendra Dhanee

Soumendra Dhanee

Lemoxo Technologies, Senior Data Scientist
avatar for Dr. Satish Patil

Dr. Satish Patil

Founder and Chief Data Scientist, Lemoxo Technologies
Satish has close to 6+ years of Data Science experience where he advises companies large and small on their data strategy. Satish holds a PhD from the University of Minnesota, USA and a B.Tech from University of Mumbai. Over the last 6 years, Satish has helped global pharma, e-commerce... Read More →


Saturday March 18, 2017 11:00am - 1:00pm IST
The Westin