numerical-linear-algebra
social-perception
| numerical-linear-algebra | social-perception | |
|---|---|---|
| 6 | 1 | |
| 10,008 | 3 | |
| 0.3% | - | |
| 0.0 | 2.4 | |
| 17 days ago | 2 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | MIT License |
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numerical-linear-algebra
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I'm a 42-years-old librarian whithout any math background and I'm willing to learn
If you really like to dig into math, I liked the Udacity course on Intro to Deeplearning with Pytorch. Also, the Stanford course CS231n Convolutional Neural Networks for Visual Recognition is a good place to understand some basics. Other two courses to get you jumpstarted are Practical Deep Learning for Coders and Linear Algebra Course by FastAI
- Hi, what are the advanced courses/books in machine learning and neural nets? And where do I find them?
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Math for Machine Learning!
I've also bookmarked Fast.Ai Computational Linear Algebra for Coders. https://github.com/fastai/numerical-linear-algebra/blob/master/README.md
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Textbook for computer algebra using Python?
In that case, I would probably be temped to teach a numerical methods of linear algebra course using NumPy / Numba. Something like https://github.com/fastai/numerical-linear-algebra or https://pythonnumericalmethods.berkeley.edu/notebooks/Index.html
- Interactive Linear Algebra Text Book
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OPEN SOURCE COMPUTER SCIENCE CURRICULUM
Computation Linear Algebra Lectures Study Material To do after completing curricula.
social-perception
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Social Perception: Shaping the spectrum of human thought.
this is the repo https://github.com/ivanachillee/social-perception
What are some alternatives?
stacks-project - Repository for the Stacks Project
psych-verbs - Research experiment design and classification of Romanian emotion verbs
pml-book - "Probabilistic Machine Learning" - a book series by Kevin Murphy
machine-learning-for-trading - Code for Machine Learning for Algorithmic Trading, 2nd edition.
cornell-cs5785-2020-applied-ml - Teaching materials for the applied machine learning course at Cornell Tech (online edition)
fastbook - The fastai book, published as Jupyter Notebooks
course-nlp - A Code-First Introduction to NLP course
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
Data-Science-FLIGHT-DELAY-PREDICTION-HIT - Our project focuses on predicting flight delays using machine learning techniques. We employ feature engineering and advanced regression algorithms to enhance accuracy. The dataset includes flight info, weather conditions, and other relevant factors. Our model achieves 94% accuracy.
python-machine-learning-book - The "Python Machine Learning (1st edition)" book code repository and info resource
materials - Bonus materials, exercises, and example projects for our Python tutorials
computervision-recipes - Best Practices, code samples, and documentation for Computer Vision.