€313.79 – €1,255.38

Deep Learning Bootcamp: Image Recognition (Image classification) and Text A...

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The venue to be confirmed later. Stay tuned!

Berlin

Germany

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Refunds up to 30 days before event

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After our sold out Bootcamps in January and April in Berlin. We’re happy to launch our next Bootcamp in September.


This page is for 2 full days with both image recognition and text analysis. If you only want to be focused on one application, please select individually.

Beyond Machine: Deep Learning Bootcamp: Image Recognition (Classification) and text analysis with Pytorch


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 kinds of problems with a lot of success.



Masterclass: Deep Learning: Image recognition and text analysis with Pytorch & Introduction to Reinforcement Learning

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

By the end of the workshop participants should be able to train/validate and compare a range of i Image recognition and text analysis models using 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.


Day 1 (Focus on Image Recognition)


Day 2 (Focus on Text Analysis):

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.


You will also get access to send your questions to the trainer after the class on Github.


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

  • The developer, who wants to know more about the algorithm or even think about switching to be the data scientist

  • Data Scientist/Data Engineers: who wants to improve or learn more projects outside of work

  • BI and data analyst: You are already familiar with statistics, want to understand better deep learningPyTorch 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.


Seats are limited to 15 people only. Check which companies had joined us: Zalando, OLX, GFK, Frauenhöfer, Check24, GFK, Absolventa and more...


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 Ph.D. he worked at the Max Planck Institute in Golm, Germany and at Visage Imaging in Berlin as a software developer.



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Date and Time

Location

The venue to be confirmed later. Stay tuned!

Berlin

Germany

Refund Policy

Refunds up to 30 days before event

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