An AI-powered entry in TopGit's GitHub warehouse: instillai/machine-learning-course, 7.0k stars, AI Tools, Python. :speech_balloon: Machine Learning Course with Python:
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Machine Learning, as a tool for Artificial Intelligence, is one of the most widely adopted
scientific fields. A considerable amount of literature has been published on Machine Learning.
The purpose of this project is to provide the most important aspects of Machine Learning by presenting a
series of simple and yet comprehensive tutorials using Python. In this project, we built our
tutorials using many different well-known Machine Learning frameworks such as Scikit-learn. In this project you will learn:
What is the definition of Machine Learning?
When it started and what is the trending evolution?
What are the Machine Learning categories and subcategories?
What are the mostly used Machine Learning algorithms and how to implement them?
=====================
Machine Learning
+--------------------------------------------------------------------+-------------------------------+
| Title | Document |
+====================================================================+===============================+
| An Introduction to Machine Learning | Overview <Intro_>_ |
+--------------------------------------------------------------------+-------------------------------+
Please consider the following criterions in order to help us in a better way:
The pull request is mainly expected to be a link suggestion.
Please make sure your suggested resources are not obsolete or broken.
Ensure any install or build dependencies are removed before the end of the layer when doing a
build and creating a pull request.
Add comments with details of changes to the interface, this includes new environment
variables, exposed ports, useful file locations and container parameters.
You may merge the Pull Request in once you have the sign-off of at least one other developer, or if you
do not have permission to do that, you may request the owner to merge it for you if you believe all checks are passed.
========================
Final Note
We are looking forward to your kind feedback. Please help us to improve this open source project and make our work better.
For contribution, please create a pull request and we will investigate it promptly. Once again, we appreciate
your kind feedback and support.
========================
Developers
Supervisor and creator of the project: Amirsina Torfi [GitHub <https://github.com/astorfi>, Personal Website <https://astorfi.github.io/>, Linkedin <https://www.linkedin.com/in/sinalk/>_ ]
Developers: Amirsina Torfi, Brendan Sherman*, James E Hopkins* [Linkedin <https://www.linkedin.com/in/jhopk>], Zac Smith [Linkedin <https://www.linkedin.com/in/zac-smith-a7bb60185/i>]
NOTE: This project has been developed as a capstone project offered by [CS 4624 Multimedia/ Hypertext course at Virginia Tech <https://vtechworks.lib.vt.edu/handle/10919/90655>] and
Supervised and supported by [Machine Learning Mindset <https://machinelearningmindset.com/>].
*: equally contributed
======================
Citation
If you found this course useful, please kindly consider citing it as below:
.. code:: shell
@software{amirsina_torfi_2019_3585763,
author = {Amirsina Torfi and
Brendan Sherman and
Jay Hopkins and
Eric Wynn and
hokie45 and
Frederik De Bleser and
李明岳 and
Samuel Husso and
Alain},
title = {{machinelearningmindset/machine-learning-course:
Machine Learning with Python}},
month = dec,
year = 2019,
publisher = {Zenodo},
version = {1.0},
doi = {10.5281/zenodo.3585763},
url = {https://doi.org/10.5281/zenodo.3585763}
}
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What else is in the AI Tools space?
instillai/machine-learning-course is tracked by TopGit under the AI Tools category, alongside 5 GitHub-tagged topics. Trending and Topics pages list peer repositories of comparable stars and language.
What is instillai/machine-learning-course?
instillai/machine-learning-course (instillai/machine-learning-course) is a Python project on GitHub. From the project's own README: :speech_balloon: Machine Learning Course with Python:
Where can I see instillai/machine-learning-course in action?
The project maintains a homepage at https://machine-learning-course.readthedocs.io/en/latest/. The README tab on this page also usually contains screenshots and a quickstart.
Where do I read more about instillai/machine-learning-course?
This TopGit page is a snapshot — the READ ME tab shows the project's own README content (links stripped, images preserved). The GitHub repository at github.com/instillai/machine-learning-course is the definitive source.
Why is instillai/machine-learning-course categorized under AI Tools?
TopGit places instillai/machine-learning-course in the AI Tools category based on its GitHub topics and description (tagged: "algorithms", "artificial-intelligence", "machine-learning"). Categories are assigned from real repository metadata, not editorial guesswork.
Read full README in the tab above.
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