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Deep Learning Bootcamp: State of the art Image Classification and Text Analysis with PyTorch

499 349

Hamburg, 29th and 30th June 2018

 

For company packages use the code “MLCOMPANY” and get 20% OFF starting at 3 tickets.

 

The world needs more women in data science! Use the code “WOMENDATASCIENTISTSROCK” and get 30% OFF for all female attendees.
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Description

Tickets can also be purchased on EVENTBRITE (additional costs may occur).


Instructed by Dr. Kashif Rasul¹, Researcher at Zalando Research.

The image classification problem is a fundamental problem in computer vision which has broad applications ranging from object detection (for self-driving cars), image captioning (for semantic searching images), action classification, and the techniques you will learn in this workshop have become the standard tools solving these kind of problems with alot of success.

By the end of the workshop participants should be able to train/validate and compare a range of image recognition and text analysis models using the state of the art methods in deep learning.

The aim of this course is to teach the fundamentals of deep learning from Convolutional Neural Networks (CNNs) to Recurrent Neural Networks (RNNs)highlighting modern methodologies and techniques using the PyTorch API.

We will cover the following topics:

After the course, you should be able to read and understand PyTorch code examples or tutorials and try out this framework in your own time.

 

 

29th June – Day 1:

  • 09:00 – 09:30 Breakfast
  • 10:00 – 13:00 Masterclass
  • 13:00 – 14:00 Lunch
  • 14:00 – 17:00 Masterclass
  • 17:00 – 18:00 Guest Talk

 

30th June – Day 2:

  • 09:00 – 09:30 Breakfast
  • 10:00 – 12:30 Hands on “Work on YOUR PROJECT” (with what you have learned)
  • 12:30 – 13:30 Lunch
  • 13:30 – 15:00 Hands on continued…
  • 15:00 – 16:00 Presentations & Showcase
  • 16:00 – 17:00 Drinks & Networking & Music

We will send out the class materials as well as required library 2 weeks before the class, please follow the instruction and get the environment ready before coming to class.

 

Who should attend?

  • Companies who would like to offer re-education to their data team or to upgrade their BI to be data science team
  • Developer, who wants to know more about the algorithm or even think about switching to be the data scientist
  • Data scientist, who wants to improve or learn more projects outside of work
  • Business Intelligence: You are already familiar with statistics, want to understand better deep learning
  • Tech team lead or data team lead  wants to know better about data science and machine learning
  • Others, who want to start your own startup with machine learning technology and work on their project

Pytorch is becoming popular framework recently, it is more efficient than Tensorflow and Keras. If you already know TF and Keras and wanna know one more framework, it is the chance. If you just start to learn ML/DL, starting with Pytorch might be harder but better.

 


You don’t want to miss the chance to learn text analysis and image recognition with state of the art method on PyTorch in Hamburg.

 


¹ where he is working in the area of reinforcement learning, deep learning, and high-performance computing. Kashif has a PhD. in Mathematics from the Freie Universität Berlin and has worked as a co-founder in several companies. He has presented at numerous conferences, meetups and workshops including at NVIDIA’s GTC in 2009 and 2017, PyData, and others both in Germany and overseas. He also contributes to open source projects in the area of GPU computing and deep learning on github: github.com/kashif. Prior to finishing his PhD. he worked at the Max Planck Institute in Golm, Germany and at Visage Imaging in Berlin as a software developer.

 

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