Jotaro retweetet
here's to doing pure math research and being obscenely rich.
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Jotaro
84 posts
@goyalayus If u go for linear algebra, try Linear Algebra Done Right by Sheldon Axler
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I am stuck on this, I have tried. tried a lot. every llm. none can make me understand it. i'll have to use some brain, i hate it. I just have to read it. no immidiate use. no beauty.
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@goyalayus Man wtf , u won't believe me but that's the exact book i am following
💀💀Co incidence?? Damnnn
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@goyalayus Yeps I'm well aware of that , thanks for the advice though
I study from books, nd as I mentioned I use gemini's assistance.
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If you are studying mathematics purely from Gemini, I would not recommend it. Pick up a good book. For example, if you are...
Yeah, so pick up a good book and then study from that. Use Gemini for considering your signs.
Also, Gemini Flash sometimes hallucinates. It will give you proofs that are not useful. So use thinking mode sometimes when you need it. It's useful to regularly think.
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I constantly find Gemini 3.5 flash a great teacher, somehow it gets me.
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@goyalayus That's the thung brother, I started DL then realised if I truly wanna be a reasearcher Maths is inseparable, you'll realise all along it was maths
Stats , linear algebra, Representation Theory etc etc , this shit is never ending lol
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I was reading some stuff from... There's this guy who is an expert on async RL, and I was reading some stuff from him on RL algorithms, and I just realized that, fuck, I don't know any crop stats. I just forgot everything I knew.
So, very ashamed of myself. I want to be a researcher, but then I don't know the basics.
So I went in and thought that this would be the last time I would be studying mathematics. But this time, I would be studying it for life. By life, I mean I will not forget the things that I am studying for life.
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@geometricZed As I’ve said, you’re dismissed and I’d appreciate if you stop talking to me, mate. Please don’t be a nuisance.
Cheers.
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@AapkiWifeKaBF are u dumb? + Quite an interesting username for someone who's married , lol
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@geometricZed I’m married, I’d appreciate if you stop talking to me please.
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@AapkiWifeKaBF lol , yes I'm , nd long enough, nd have exchanged enough gifts over the time. In the game to lead the discussion further
☝️
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@geometricZed 1. Are you in a relationship?
2. How long?
You need to have skin in the game for this discussion
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how many more rom-coms do i have to watch alone before i meet the loml??
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2-Layer Neural Network From Scratch
With Maths First Approach
> Skipped Learning Rate nd some dimensional nuances of matrices
> Goal was to teach Maths behind a Neural Network nd how each derivative becomes a beautiful thing when we multiply it by error signal
Jotaro@geometricZed
Day 2 of Teaching Loss Function & Initial Error Derivation Backpropagation Engine (Inc Sig × Loc Der) Output Layer Gradient Derivations Inter-Layer Error Propagation (Bridging L2 to L1) Layer 1 (Hidden Layer) Gradient Der Algorithmic Path Logic Raw Parameter Update Formulations
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Day 2 of Teaching
Loss Function & Initial Error Derivation
Backpropagation Engine (Inc Sig × Loc Der)
Output Layer Gradient Derivations
Inter-Layer Error Propagation (Bridging L2 to L1)
Layer 1 (Hidden Layer) Gradient Der
Algorithmic Path Logic
Raw Parameter Update Formulations
Jotaro@geometricZed
Day 1 here's what I taught > Nested Functions > Derivative of Nested Functions > What are Features / Observations as inputs > What exactly is weight nd Bias > How Linear Regression relates them > Graphically what it tells > Process of leading to Predictions
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Day 1 here's what I taught
> Nested Functions
> Derivative of Nested Functions
> What are Features / Observations as inputs
> What exactly is weight nd Bias
> How Linear Regression relates them
> Graphically what it tells
> Process of leading to Predictions
Jotaro@geometricZed
Deep Learning from Absolute Scratch No Pre requisites, if you've passed class 12 I've started teaching it from Today Onwards. With Maths First Approach Currently I have 3 students Comment if you wanna join in on this Journey !
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@geometricZed No one who is serious about studying mathematics would use different colored pens like a middle school girl
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Are people jealous of those who are good at Maths here ? Or are they just ragebaiting ??? Wtf is going on
nijgadh numba #1@realpurus
Larp. Why are you using different color pens for a math problem
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