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How to learn hard things in tech

technicallychallenged.substack.com

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Re: How to learn hard things in tech

#21
post #17
post #13

I'm trying to learn category theory. It's not the kind of thing you can learn the way this article suggests. I find learning new abstractions rather difficult especially at the level of category theory. If anyone has any tips I'd love to hear them.

Have you studied abstract algebra first? Category theory is an abstraction level above abstract algebra, so the normal way to learn it is to first get a solid foundation in abstract algebra.

In the same way that being an athlete is a step up from using a PT the gym: It is a very big step up. Probably this would be your career.

Re: How to learn hard things in tech

#22
My hard thing right now is how to layout a modern project in terms of folder structure, how big should files be, where to put things. Separating gui from app, nice clean architecture.

I’m enamoured by the concept of functional core imperative shell but I’m struggling to see how to refactor my own projects to be like that.

(In python if it matters)

Would love screencasts, books, blogposts, other resources that cover this kind of intermediate “working on the code” not working “in the code”

Re: How to learn hard things in tech

#23
post #14

When I encounter something new and hard I try to find a conference presentation around this topic. I'm guessing public speaking in a time constrained format really forces speakers to prepare well and provides the best time/information balance. Even better if there are questions from the audience that dig deeper into the why questions.

Perhaps I'm a slow learner, but it is really hard for me to understand something just by watching a conference presentation. I can usually get some basic idea about the topic, but as soon as it gets into the technical details, I am always lost. I can only learn by reading the slides/notes, typical talks are just a bit too fast for me.

Re: How to learn hard things in tech

#24
post #13

I'm trying to learn category theory. It's not the kind of thing you can learn the way this article suggests. I find learning new abstractions rather difficult especially at the level of category theory. If anyone has any tips I'd love to hear them.

Eugenia Cheng has some interesting and accessible videos, e.g.:

https://www.youtube.com/watch?v=ho7oagHeqNc

and in a similar vein I am enjoying her book: "How to Bake Pi".

Getting more into the technical side of things, Bartosz Milewski has good lessons in this playlist:

https://www.youtube.com/watch?v=I8LbkfSSR58&list=PLbgaMIhjbm...

Re: How to learn hard things in tech

#25
post #3

>Start with the smallest working example —it doesn’t matter where this comes from, it could be a website, blog, the documentation for the technology, a friend or coworker, it could be from anywhere. This is your basic working example. It’s the baseline for building further knowledge. This is the main idea behind over 400+ micro samples I created for ASP.NET Core https://github.com/dodyg/practical-aspnetcore

Is there a similar resource for golang? One that goes over things you need when developing for a cloud native app, for example.

There's gobyexample.com, but it contains usually basic stuff to get started with the language.

Re: How to learn hard things in tech

#26

My hard thing right now is how to layout a modern project in terms of folder structure, how big should files be, where to put things. Separating gui from app, nice clean architecture. I’m enamoured by the concept of functional core imperative shell but I’m struggling to see how to refactor my own projects to be like that. (In python if it matters) Would love screencasts, books, blogposts, other resources that cover t…

I can recommend Architecture Patterns with Python [0] to learn how to refactor code in this way. I don't know Python but I found the examples to be relevant to many other languages as well!

[0]: https://learning.oreilly.com/library/view/architecture-patte...

Re: How to learn hard things in tech

#27

My hard thing right now is how to layout a modern project in terms of folder structure, how big should files be, where to put things. Separating gui from app, nice clean architecture. I’m enamoured by the concept of functional core imperative shell but I’m struggling to see how to refactor my own projects to be like that. (In python if it matters) Would love screencasts, books, blogposts, other resources that cover t…

Check out this book Grokking Simplicity Taming complex software with functional thinking by Eric Normand

Re: How to learn hard things in tech

#28
post #3

>Start with the smallest working example —it doesn’t matter where this comes from, it could be a website, blog, the documentation for the technology, a friend or coworker, it could be from anywhere. This is your basic working example. It’s the baseline for building further knowledge. This is the main idea behind over 400+ micro samples I created for ASP.NET Core https://github.com/dodyg/practical-aspnetcore

Incredibly impressive work

Re: How to learn hard things in tech

#29
post #13

I'm trying to learn category theory. It's not the kind of thing you can learn the way this article suggests. I find learning new abstractions rather difficult especially at the level of category theory. If anyone has any tips I'd love to hear them.

As Jensson recommended I would learn abstract algebra first to understand concrete examples in category theory. If abstracts algebra is too difficult then learn introduction to proofs before continuing with abstract algebra. Try doing problems and posting them online to have them checked. Currently you can use discord, reddit, math stack exchange etc Don’t worry about rushing it. Everything builds on itself. For inst…

Any good resources for proofs and/or abstract algebra?

Re: How to learn hard things in tech

#30

Earlier quoted context omitted.

As Jensson recommended I would learn abstract algebra first to understand concrete examples in category theory. If abstracts algebra is too difficult then learn introduction to proofs before continuing with abstract algebra. Try doing problems and posting them online to have them checked. Currently you can use discord, reddit, math stack exchange etc Don’t worry about rushing it. Everything builds on itself. For inst…

Any good resources for proofs and/or abstract algebra?

for proofs i really liked two sources: susanna epps’s discrete math book and also rosen’s discrete math text (though epp’s is friendlier for the beginner)

supplement those books with these lecture videos:

https://youtube.com/playlist?list=PLl-gb0E4MII28GykmtuBXNUNo...

they appear to follow rosen but they’re the same topics you’d see in epp

if you’re the complete beginner go with epp and then use rosen as a supplement.

if you are an advanced undergraduate in math but don’t know category theory then:

https://math.jhu.edu/~eriehl/context.pdf

or

Basic Category Theory by Tom Leinster

(even though i’ll list a bunch more resources below i’d probably start with leinster and work up enough math maturity to push through it.)

i also liked this: https://arxiv.org/pdf/1912.10642.pdf

if you don’t know advanced math then there is an upcoming (not yet released book) called “the joy of abstraction”

i cannot attest for the book as i haven’t read it but may be good for true beginners:

https://www.cambridge.org/us/academic/subjects/mathematics/l...

(click “look inside”)

they say “no formal mathematical background needed”

you can read the description and see if that is something that would be of interest to you.

this guy has videos + a book

https://youtu.be/fY02LIW8fvk

there are a lot of books like “category theory for programmers”, “programming in categories” and the “seven sketches” books along with lecture recordings and videos that you may find helpful.

category theory for programmers might be the easiest of those three books. i worked a bit out of the programming with categories (http://brendanfong.com/programmingcats_files/cats4progs-DRAF...) book and ignored all the haskell sections and just focused on the math parts (this is a distinct book from “category theory for programmers”. people confuse the two due to the names and the fact they both use haskell).

if you know category theory and want to learn topology then there is “ Topology A Categorical Approach” by bradley et al.

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