numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course (by fastai)
materials
Bonus materials, exercises, and example projects for our Python tutorials (by realpython)
| numerical-linear-algebra | materials | |
|---|---|---|
| 6 | 199 | |
| 10,008 | 4,652 | |
| 0.3% | 0.8% | |
| 0.0 | 9.5 | |
| 17 days ago | 8 days ago | |
| Jupyter Notebook | HTML | |
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
numerical-linear-algebra
Posts with mentions or reviews of numerical-linear-algebra.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-29.
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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.
materials
Posts with mentions or reviews of materials.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-02-15.
- Think Python, 3rd Edition
-
Collection of resources to get started on your programming journey
Python - Python.org - Official Python website with documentation and tutorials. - Codecademy Python Course - Real Python - Python tutorials and articles for all skill levels.
- I have started my Python self Learning Journey - Is one source enough?
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Hey guys, im doing a small project, would appreciate if you could tell me if theres a place I can clarify a lot of my doubts
I am no expert on facial recognition software but I read over an article on https://realpython.com. The site might be a little pricey (to some) but a few people in my Python group highly recommended it. It does have a ton of good tutorials.
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Road-Map for Python Developers
Real Python
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How I get myself to learn Python.
https://realpython.com/ is an excellent source. You can find there the building blocks of Python, explanations, hints, and tips.
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Need to Escape My Job
Check out RealPython they were a great resource for me when I first started with Python. Linux skills will always be in demand too, though you might not necessarily find a job for both Python and Linux but I'm sure many exist. When you build a project make sure to document it and have a GitHub page for it, in a way your GitHub will serve as your resume in the software engineering space so take time to learn the platform and Git. More than likely you will also use GitHub or another VCS on the job so it's worth trying to understand.
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Beginner in Python!
Website: Real Python - Free docs are good
- Imparare python
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Absolute beginner
For help on specific topics, courses, or crash course style articles on a topic/technique, check out https://realpython.com/
What are some alternatives?
When comparing numerical-linear-algebra and materials you can also consider the following projects:
stacks-project - Repository for the Stacks Project
learnxinyminutes-docs - Code documentation written as code! How novel and totally my idea!
pml-book - "Probabilistic Machine Learning" - a book series by Kevin Murphy
missing-semester - The Missing Semester of Your CS Education 📚
cornell-cs5785-2020-applied-ml - Teaching materials for the applied machine learning course at Cornell Tech (online edition)
codewars.com - Issue tracker for Codewars
course-nlp - A Code-First Introduction to NLP course
developer-roadmap - Interactive roadmaps, guides and other educational content to help developers grow in their careers.
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.
sdk - The Dart SDK, including the VM, dart2js, core libraries, and more.
microMathematics - microMathematics Plus - Extended visual calculator
flexboxfroggy - A game for learning CSS flexbox 🐸
numerical-linear-algebra vs stacks-project
materials vs learnxinyminutes-docs
numerical-linear-algebra vs pml-book
materials vs missing-semester
numerical-linear-algebra vs cornell-cs5785-2020-applied-ml
materials vs codewars.com
numerical-linear-algebra vs course-nlp
materials vs developer-roadmap
numerical-linear-algebra vs Data-Science-FLIGHT-DELAY-PREDICTION-HIT
materials vs sdk
numerical-linear-algebra vs microMathematics
materials vs flexboxfroggy