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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. Amazon AI services provide high-quality, high-accuracy AI capabilities that are scalable and cost-effective.

Below you will find slide decks from different AI Bootcamps. The slide decks give an overview of AI and then dive deep into Amazon Lex, Amazon Polly and developing deep neural networks with Apache MXNet. This allows you to learn more about the core capabilities and use cases, and gain useful tips and best practices.


Loft Bootcamp Banner Dec 12
Session Name Speaker Link
Agenda and Introduction Christian Petters Download here
Modul 1: AWS re:Invent 2017 ML re:cap Christian Petters Download here
Modul 2: Scaling Deep Learning Solutions Thomas Reske Download here
Modul 3: Machine Learning with Amazon SageMaker Constantin Gonzalez Download here
Loft Bootcamp Banner Nov 16
Session Name Speaker Link
Agenda and Introduction Christian Petters Download here
Modul 1: Artificial Intelligence at Amazon Thomas Reske Download here
Modul 2: Connecting your Business with AI and Big Data Thomas Reske Download here
Modul 3: AI made Simple  Christian Petters Download here
Modul 3: Accelerated Compute in the Cloud Constantin Gonzalez Download here
Modul 4: Building your first ANN with AWS Christian Petters Download here
Modul 5: Intro to ANN and Deep Learning  Constantin Gonzalez Download here
Modul 6: MXNet Basics Constantin Gonzalez Download here
Modul 7: RNN & LSTM Thomas Reske Download here
Bootcamp Stuttgart scaled
Session Name Speaker Link
Agenda and Introduction Christian Petters Download here
Modul 1: Artificial Intelligence at Amazon Thomas Reske Download here
Modul 2: Connecting your Business with AI and Big Data Thomas Reske Download here
Modul 3: Building your first ANN with AWS Christian Petters Download here
Modul 4: AI made simple  Christian Petters Download here
Modul 5: Intro to ANN and Deep Learning  Constantin Gonzalez Download here
Modul 6: MXNet Basics Constantin Gonzalez Download here
Modul 7: RNN & LSTM Thomas Reske Download here
Modul 8: AI powered by Intel    
Modul 9: Scaling Deep Learning Solutions Thomas Reske Download here
AI Bootcamp Banner scaled
Session Name Speaker Link
Agenda and Introduction Christian Petters Download here
Modul 1: Artificial Intelligence at Amazon Thomas Reske Download here
Modul 2: Connecting your Business with AI and Big Data Thomas Reske Download here
Modul 3: Building your first ANN with AWS Christian Petters Download here
Modul 4: AI made simple  Christian Petters Download here
Modul 5: Intro to ANN and Deep Learning  Constantin Gonzalez Download here
Modul 6: MXNet Basics Constantin Gonzalez Download here
Modul 7: RNN & LSTM Thomas Reske Download here
Modul 8: AI powered by Intel    
Modul 9: Managing Deep Learning Workflows Thomas Reske Download here
ai bootcamp munich banner scaled
Session Name Speaker Link
Amazon AI Services Constantin Gonzales Download here
Modul 0: Serverless ML / Analytics Cyrus M. Vahid Download here
Modul 0: Apache MXNet | Installation Steffen Hausmann Download here
Modul 1: Deep Learning | Basics & Intuition Cyrus M. Vahid Download here
Modul 2: Convolutional Neural Nets | Using MXNet Cyrus M. Vahid Download here
Modul 3: Using MXNet | RNN and LSTM Cyrus M. Vahid
Download here
Modul 4: MXNet Internals  Cyrus M. Vahid Download here
Modul 5: Bucketing Cyrus M. Vahid Download here
Modul 6: AWS Batch Overview Cyrus M. Vahid Download here
Modul 7: Closing Remarks  Constantin Gonzales Download here

MXNet Learn more
Seq2Seq library for MXNet Learn More
AWS AI Blog Learn More
AWS Batch Blog Learn More
Deep Learning (2016) Learn More      
AI for Humans (2015)  Learn More      
Supervised Sequence Labelling (2012) Learn More      
Stanford Deep Learning Course Learn More  
Hinton Neural Networks Course Learn More  
Read more about Amazon AI
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