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 :)
If you find this repository useful, please share it with others! Here are some ready-to-go sharing links:
- [Email](mailto:?&subject=GitHub Repo: Data Science, Machine Learning, AI, Big Data, and IoT Resources&body=Check%20out%20this%20curated%20set%20of%20resources%20for%20data%20science,%20machine%20learning,%20artificial%20intelligence,%20big%20data,%20and%20IoT!%0A%0Ahttps://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources%0A%0AEnjoy!)
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Cheers, and best of luck with your technical endeavors!
- Files + [Algorithms](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Algorithms.md) + [Articles, Tutorials, MOOCS, and Whitepapers](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Articles%2C%20tutorials%2C%20MOOCS%2C%20and%20whitepapers.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, Big Data, and IoT Architectures](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Cloud%2C%20Big%20Data%2C%20and%20IoT%20Architectures.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 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) + [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) + [Organization and Hiring](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-resources/blob/master/Organization%20and%20Hiring.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 Resources](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Web%20Resources.md) + [Web, API, and DevOps](https://github.com/acastrounis/data-science-machine-learning-ai-big-data-iot-resources/blob/master/Web%2C%20API%2C%20and%20DevOps.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)