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Removed google analytics + cookie-banner
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‎.vuepress/config.js‎

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},*/
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head: [
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process.env.EXPORT_PDF !== 'True' ? ['script', {
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src: 'https://config.metomic.io/config.js?id=prj:c5c07948-cf96-4555-99ec-3a9bf5ae16ce',
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crossorigin: 'anonymous',
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charset: 'utf-8'
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}] : ['script', {}],
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process.env.EXPORT_PDF !== 'True' ? ['script', {
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src: 'https://consent-manager.metomic.io/embed.js',
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crossorigin: 'anonymous',
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charset: 'utf-8'
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}] : ['script', {}],
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process.env.EXPORT_PDF !== 'True' ? ['script', {
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async: true,
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src: 'https://www.googletagmanager.com/gtag/js?id=UA-131730139-2'
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defer: true,
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"data-domain": "i.am.ai",
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src: 'https://stats.am.ai/js/plausible.outbound-links.js'
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}] : ['script', {}],
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process.env.EXPORT_PDF !== 'True' ? ['script', {}, `
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window.dataLayer = window.dataLayer || [];
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function gtag(){dataLayer.push(arguments);}
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gtag('js', new Date());
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gtag('config', 'UA-131730139-2');
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`] : ['script', {}],
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['link', {
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rel: 'icon',
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href: `/logos/icon-512x512.png`

‎readme.md‎

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<a href="https://twitter.com/home?status=https://i.am.ai/roadmap Roadmap to becoming an Artificial Intelligence Expert in 2020" target="_blank"><img src="https://img.shields.io/badge/tweet-blue.svg?logo=twitter&logoColor=white" style="display: inherit;"/></a>
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<a href="https://www.linkedin.com/shareArticle?mini=true&url=https://i.am.ai/roadmap&title=&summary=Roadmap to becoming an Artificial Intelligence Expert in 2020&source=" target="_blank"><img src="https://img.shields.io/badge/post-blue.svg?logo=linkedin&logoColor=white" style="display: inherit;"/></a>
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<a href="https://github.com/AMAI-GmbH/AI-Expert-Roadmap"><img src="https://img.shields.io/badge/Roadmap-2020-yellowgreen.svg" style="display: inherit;"/></a>
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<a href="https://am.ai" target="_blank"><img alt="AMAI GmbH" src="https://img.shields.io/badge/Author-AMAI GmbH-blue.svg" style="display: inherit;"/></a>
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<a href="https://am.ai?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+Badge" target="_blank"><img alt="AMAI GmbH" src="https://img.shields.io/badge/Author-AMAI GmbH-blue.svg" style="display: inherit;"/></a>
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<a href="https://opensource.org/licenses/MIT/" target="_blank"><img alt="MIT License" src="https://img.shields.io/badge/License-MIT-blue.svg" style="display: inherit;"/></a>
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</p>
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<br>
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</p>
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Below you find a set of charts demonstrating the paths that you can take and the technologies that you would want to adopt in order to become a data scientist, machine learning or an ai expert. We made these charts for our new employees to make them AI Experts but we wanted to share them here to help the community.
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If you are interested to become an AI EXPERT at [AMAI](https://am.ai) in Germany, or you want to hire an AI Expert, please say [hi@am.ai](mailto:hi@am.ai).
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If you are interested to become an AI EXPERT at [AMAI](https://am.ai?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+Become+Expert) in Germany, or you want to [hire an AI Expert](https://am.ai?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+Hire+Expert), please say [hi@am.ai](mailto:hi@am.ai).
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## Note
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👉 An **interactive version with links to follow** about each bullet of the list can be found at [i.am.ai/roadmap](https://i.am.ai/roadmap) 👈
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👉 An **interactive version with links to follow** about each bullet of the list can be found at [i.am.ai/roadmap](https://i.am.ai/roadmap?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+Interactive) 👈
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To receive updates [star :star:](https://github.com/AMAI-GmbH/AI-Expert-Roadmap/stargazers) and watch :eyes: the [GitHub Repo](https://github.com/AMAI-GmbH/AI-Expert-Roadmap/) to get notified, when we add new content to stay on the top of the most recent research.
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## Introduction
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<p align="center">
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<a href="https://i.am.ai/roadmap#introduction" target="_blank">
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<a href="https://i.am.ai/roadmap#introduction?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+Introduction" target="_blank">
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<img src="./images/intro.svg"/>
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</a>
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</p>
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## Fundamentals
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<p align="center">
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<a href="https://i.am.ai/roadmap#fundamentals" target="_blank">
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<a href="https://i.am.ai/roadmap#fundamentals?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+Fundamentals" target="_blank">
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<img src="./images/fundamentals.svg"/>
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</a>
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## Data Science Roadmap
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<p align="center">
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<a href="https://i.am.ai/roadmap#data-science-roadmap" target="_blank">
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<a href="https://i.am.ai/roadmap#data-science-roadmap?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+DataScience" target="_blank">
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<img src="./images/datascience.svg"/>
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</a>
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</p>
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## Machine Learning Roadmap
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<a href="https://i.am.ai/roadmap#machine-learning-roadmap" target="_blank">
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<a href="https://i.am.ai/roadmap#machine-learning-roadmap?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+MachineLearning" target="_blank">
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<img src="./images/machine_learning.svg"/>
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## Deep Learning Roadmap
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<a href="https://i.am.ai/roadmap#deep-learning-roadmap" target="_blank">
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<a href="https://i.am.ai/roadmap#deep-learning-roadmap?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+DeepLearning" target="_blank">
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<img src="./images/deep_learning.svg"/>
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## Data Engineer Roadmap
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<a href="https://i.am.ai/roadmap#data-engineer-roadmap" target="_blank">
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<a href="https://i.am.ai/roadmap#data-engineer-roadmap?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+DataEngineer" target="_blank">
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<img src="./images/data_engineer.svg"/>
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## Big Data Engineer Roadmap
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<a href="https://i.am.ai/roadmap#big-data-engineer-roadmap" target="_blank">
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<a href="https://i.am.ai/roadmap#big-data-engineer-roadmap?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+BigDataEngineer" target="_blank">
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<img src="./images/big_data_engineer.svg"/>
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</p>
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## Supported By
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<a href="https://am.ai" target="_blank"><img alt="AMAI GmbH" src="./images/logos/amai.svg" style="display: inherit;max-width: 150px;"/></a>
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<a href="https://digitalhub-ai.de/" target="_blank"><img alt="AMAI GmbH" src="./images/logos/de-hub.svg" style="display: inherit; max-width: 150px;"/></a>
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<a href="https://am.ai?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap+SupportedBy" target="_blank"><img alt="AMAI GmbH" src="./images/logos/amai.svg" style="display: inherit;max-width: 150px;"/></a>
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<a href="https://digitalhub-ai.de?utm_source=GitHub&utm_medium=Referral&utm_campaign=AI+Expert+Roadmap" target="_blank"><img alt="AMAI GmbH" src="./images/logos/de-hub.svg" style="display: inherit; max-width: 150px;"/></a>

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