abueze/data-science-machine-learning-ai-big-data-iot-resources

A curated set of resources for data science, machine learning, artificial intelligence (AI), big data, internet of things (IoT), and more. | Resources include notes, links, notebooks, articles, books, cheat sheets, whitepapers, lists, and technical papers.

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Data Science, Machine Learning, Artificial Intelligence, Big Data, and IoT Resources

Welcome!

Here is a non-exaustive, work in progress repository of resources for data science, machine learning, artificial intelligence (AI), big data, internet of things (IoT), and more.

I've developed this set of resources for my InnoArchiTech blog writing, and for my personal learning, development, and use.

Resources include all files and links in this repository. A hyperlinked table of contents is provided below for your convenience, and note that links are listed in no particular order of preference or relevance. Well... except for my blog maybe :)

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Cheers, and best of luck with your technical endeavors!

Table of Contents

- Files + [Algorithms and Tasks](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Algorithms%20and%20Tasks.md) + [Big Data, Analytics, and IoT Architecture Examples](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Big%20Data%2C%20Analytics%2C%20and%20IoT%20Architecture%20Examples.md) + [Big Data, Analytics, and IoT Architecture Reference](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Big%20Data%2C%20Analytics%2C%20and%20IoT%20Architecture%20Reference.md) + [Big Data, Data Mining, and Analytics Software and Cloud Services](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Big%20Data%2C%20Data%20Mining%2C%20and%20Analytics%20Software%20and%20Cloud%20Services.md) + [Blogs](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Blogs.md) + [Books List](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Books%20List.md) + [Cheat Sheets](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Cheat%20Sheets.md) + [Cloud, SaaS, PaaS, and IaaS](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Cloud%2C%20SaaS%2C%20PaaS%2C%20and%20IaaS.md) + [Data Science and Big Data Learning Resources](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Data%20Science%20and%20Big%20Data%20Learning%20Resources.md) + [Data Science Goals, Components, Processes, and Deliverables](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Data%20Science%20Goals%2C%20Components%2C%20Processes%2C%20and%20Deliverables.md) + [Data Science Software, Libraries, and Packages](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Data%20Science%20Software%2C%20Libraries%2C%20and%20Packages.md) + [Data Visualization](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Data%20Visualization.md) + [Databases and Database Management Systems](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Databases%20and%20Database%20Management%20Systems.md) + [Datasets](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Datasets.md) + [DevOps](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/DevOps.md) + [Gartner Magic Quadrants](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Gartner%20Magic%20Quadrants.md) + [GitHub Repos](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/GitHub%20Repos.md) + [Graphics and Infographics](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Graphics%20and%20Infographics.md) + [Hiring and Organization](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Hiring%20and%20Organization.md) + [IDEs](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/IDEs.md) + [Internet of Things (IoT)](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Internet%20of%20Things%20-%20IoT.md) + [Online Tools and Utilities](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Online%20Tools%20and%20Utilities.md) + [Principles, Laws, Quotes, Idioms, and Sayings](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Principles%2C%20Laws%2C%20quotes%2C%20Idioms%2C%20and%20Sayings.md) + [Product Management and Development Methodologies](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Product%20Management%20and%20Development%20Methodologies.md) + [Programming Languages and OS](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Programming%20Languages%20and%20OS.md) + [Statistics and Probability](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Statistics%20and%20Probability.md) + [Web, API, and DevOps Frameworks and Libraries](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Web%2C%20API%2C%20and%20DevOps%20Frameworks%20and%20Libraries.md) + [Wikipedia Links](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Wikipedia%20Links.md) - Directories + [Articles](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/tree/master/articles) + [Assets](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/tree/master/Assets) + [Books](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/tree/master/books) + [Book Files](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/tree/master/book-files) + [Cheat Sheets](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/tree/master/cheats) + [Technical Reference](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/tree/master/technical-reference)