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Sebastian Heinz

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Sebastian Heinz

The 6 Key Elements of an AI Strategy

In this article you will learn the six most import dimensions of an AI strategy that your company needs to consider when implementing AI.

7 min readSep 6, 2021

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The 6 Key Elements of an AI Strategy

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Sebastian Heinz

the byte — How we built an AI-powered Pop-up Restaurant

Have you ever imagined a restaurant where AI powers everything? From the menu to the cocktails, hosting, music, and art? No? Ok, then…

7 min readJun 14, 2023

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the byte — How we built an AI-powered Pop-up Restaurant

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Sebastian Heinz
in
Towards Data Science

Using Reinforcement Learning to play Super Mario Bros on NES using TensorFlow

Reinforcement learning is currently one of the hottest topics in machine learning. For a recent conference we attended (the awesome Data…

17 min readMay 29, 2019

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Using Reinforcement Learning to play Super Mario Bros on NES using TensorFlow

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Sebastian Heinz
in
Towards Data Science

Building a scaleable Deep Learning Serving Environment for Keras models using NVIDIA TensorRT…

How to deploy your Keras models using Docker, TensorRT Inference Server as an API service on Google Cloud.

16 min readNov 19, 2018

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Building a scaleable Deep Learning Serving Environment for Keras models using NVIDIA TensorRT…

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Sebastian Heinz
in
Towards Data Science

A performance benchmark of Google AutoML Vision using Fashion-MNIST

Google AutoML Vision is a state-of-the-art cloud service from Google that is able to build deep learning models for image recognition…

14 min readAug 20, 2018

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A performance benchmark of Google AutoML Vision using Fashion-MNIST

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Sebastian Heinz
in
ML Review

A simple deep learning model for stock price prediction using TensorFlow

For a recent hackathon that we did at STATWORX, some of our team members scraped minutely S&P 500 data from the Google Finance API. The…

13 min readNov 9, 2017

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A simple deep learning model for stock price prediction using TensorFlow

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Sebastian Heinz

Sebastian Heinz

CEO @ STATWORX. Doing data science, stats and ML for over a decade. Food, wine and cocktail enthusiast. Check our website: https://www.statworx.com

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