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1806 Alternatives
Similar projects and alternatives to 1806
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InfluxDB
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cs-topics
My personal curriculum covering basic CS topics. This might be useful for self-taught developers... A work in development! This might take a very long time to get finished!
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Hence, a higher number means a better 1806 alternative or higher similarity.
1806 reviews and mentions
Posts with mentions or reviews of 1806.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-18.
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Calculus Made Easy
+1 for Gilbert Strang’s linear algebra textbookcourse. Im working through his textbook now as I’m diving deeper into ML/DL methods.
Here is an additional link to the Spring 2023 course materials that follow along the 6th ed. Of his textbook [0].
[0] https://github.com/mitmath/1806
- MIT 18.06 Spring 2023 Linear Algebra Source Code
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MIT students give legendary linear algebra professor standing ovation in last lecture
I've gotten the most use out of these lecture summaries with Jupyter notebooks. They've taken me from linear algebra being a scary black box that I hope doesn't hurt me to something whose principles and use I'm comfortable with (augmented with some secondary sources on occasion). It's sprinkled with practical advice, like:
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Has anyone studied the Open Source Society University
MIT has a revised linear algebra course where you avoid echelon forms and teaches the svd from beginning but lectures by Edelman got paywalled https://github.com/mitmath/1806/blob/spring18/summaries.md his matrix calculus lecture for AI still on YouTube, nobody else teaches it
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What typically follows an Intro Linear Algebra Course?
It depends on what you want to do. If you just want a working knowledge of linear algebra that you can use in statistics, data science, etc. then Strang's course is *nearly* good enough to just go forward. In particular, you should read up on PCA (I found this very useful: https://www.cs.princeton.edu/picasso/mats/PCA-Tutorial-Intuition_jp.pdf) and don't fade on SVD!! It is extremely important in all sorts of applications! In fact, the 2020 version of 18.06 is restructured so the SVD is covered over multiple lectures, starting as early as lecture 5 (https://github.com/mitmath/1806/blob/master/summaries.md)!
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024
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Basic 1806 repo stats
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about 2 months ago
The primary programming language of 1806 is Jupyter Notebook.
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