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= Learning ML = | |||
== Intro == | |||
* Jupyter | |||
** Home: https://jupyter.org/ | |||
** Wikipedia: https://en.wikipedia.org/wiki/Project_Jupyter | |||
** Setup: https://www.youtube.com/watch?v=2WL-XTl2QYI | |||
* SciKit Learn | |||
** Home: https://scikit-learn.org/stable/index.html | |||
** Wikipedia: https://en.wikipedia.org/wiki/Scikit-learn | |||
** Iris Tutorial: https://www.youtube.com/watch?v=hd1W4CyPX58 | |||
== Cloud Platform Courses == | |||
* Amazon (AWS) | |||
** Machine Learning University | |||
** This is where I got my formal training, while working at Amazon. It's good. | |||
** https://aws.amazon.com/machine-learning/mlu/ | |||
** https://www.youtube.com/channel/UC12LqyqTQYbXatYS9AA7Nuw | |||
* Google (Google Cloud) | |||
** Machine Learning Crash Course | |||
** I have not used it, but this is supposed to be their equivalent to Amazon MLU. | |||
** https://developers.google.com/machine-learning/crash-course/ | |||
* Microsoft (Azure) | |||
** Microsoft Learn: AI School | |||
** I have not used it, but this is supposed to be their equivalent to Amazon MLU. | |||
** https://learn.microsoft.com/en-us/shows/ai-show/overview-of-the-microsoft-ai-school | |||
= Link Dump = | |||
* Government NAIRR | * Government NAIRR | ||
** https://new.nsf.gov/focus-areas/artificial-intelligence/nairr | ** https://new.nsf.gov/focus-areas/artificial-intelligence/nairr | ||
** https://nairrpilot.org/ | ** https://nairrpilot.org/ | ||
* Image Classification with HOG: https://kapernikov.com/tutorial-image-classification-with-scikit-learn/ | |||
Latest revision as of 01:18, 22 May 2024
Learning ML
Intro
- Jupyter
- SciKit Learn
- Home: https://scikit-learn.org/stable/index.html
- Wikipedia: https://en.wikipedia.org/wiki/Scikit-learn
- Iris Tutorial: https://www.youtube.com/watch?v=hd1W4CyPX58
Cloud Platform Courses
- Amazon (AWS)
- Machine Learning University
- This is where I got my formal training, while working at Amazon. It's good.
- https://aws.amazon.com/machine-learning/mlu/
- https://www.youtube.com/channel/UC12LqyqTQYbXatYS9AA7Nuw
- Google (Google Cloud)
- Machine Learning Crash Course
- I have not used it, but this is supposed to be their equivalent to Amazon MLU.
- https://developers.google.com/machine-learning/crash-course/
- Microsoft (Azure)
- Microsoft Learn: AI School
- I have not used it, but this is supposed to be their equivalent to Amazon MLU.
- https://learn.microsoft.com/en-us/shows/ai-show/overview-of-the-microsoft-ai-school
Link Dump
- Government NAIRR
- Image Classification with HOG: https://kapernikov.com/tutorial-image-classification-with-scikit-learn/