AWS Artificial Intelligence (AI) Bootcamp


November 7th | Stuttgart


Please note: The registration to this event has closed as the event is now full. Thank you for your understanding. 


Amazon AI services bring natural language understanding (NLU), automatic speech recognition (ASR), visual search and image recognition, text-to-speech (TTS), and machine learning (ML) technologies within the reach of every developer.


Join us for a day-long AI bootcamp in Stuttgart. We will provide an overview of AI and then dive deep into Amazon Lex, Amazon Polly and developing deep neural networks with Apache MXNet. You will learn core capabilities and use cases, and gain useful tips and best practices. The bootcamp is a mixture of theory and hands-on experience.

The aim of the bootcamp is to help attendees acquire:

  • Hands-on skills: AWS AI Services: Amazon Rekognition, Amazon Lex, Amazon Polly and Amazon Machine Learning
  • Theoretical knowledge: Deep Learning
  • Hands on skills: MXNet
  • Hands on skills: Deep Learning with MXNet
  • Hands on Skills: Using AWS services to scale deep learning solutions

Please note the following are prerequisites for attending the event:

  • An active AWS account (create a new account using the instructions provided here, credits will be provided for costs associated with the bootcamp)
  • Very basic understanding of matrix operations (matrix muliplication)
  • Very basic understanding of probability theory
  • Very basic understanding of optimization algorithms, most notably Stochastic gradient descent or SGD
  • Previous experiences with Python 2.7 or 3.x desired
  • Basic familiarity with AWS concepts such as IAM roles

Location: tHeo.2.meet, Theodor-Heuss-Strasse 2, 70174 Stuttgart (view map)

Time: November 7th, 8:30 am - 6 pm


Space is limited, so please fill out the short registration form on the right hand side to secure your attendance!


AGENDA


08:30 am - 09:00 am | Registration

09:00 am - 09:10 am | Welcome Note

09:10 am - 09.30 am | Artificial Intelligence at Amazon

09:30 am - 10:00 am | Connecting your business with AI and Big Data

10:00 am - 10:30 am | Break

10:30 am - 11:30 pm | Building your first Artificial Neural Network with AWS

11:30 pm - 12:45 pm | AI made simple

12:45 pm - 01:45 pm | Lunch Break

01:45 pm - 02:30 pm | Introduction to Artificial Neural Networks and Deep Learning

02:30 pm - 03:15 pm | MXNet Basics + Implementing Convolutional Neural Network for Image Recognition

03:15 pm - 03:45 pm | Recurrent Neural Networks and Long short-term memory (LSTM) Networks

03:45 pm - 04:15 pm | Coffee Break

04:15 pm - 05:00 pm | Kick-starting AI and Machine Learning with Intel Technology

05:00 pm - 05:45 pm | Scaling Deep Learning Solutions

05:45 pm - 06:00 pm | Wrap-up

06:00 pm - 08:00 pm | Networking get-together