Self-introspection nd a code of ethics r ur filters in a noisy world, revealing ur true individuality.Stand tall,be a leader,nd leave a lasting impact with authenticity integrity. Dare to reflect,uphold ur principles,nd stand out in a world hungry fr genuine uniqueness
.#StandOut
My friend sent 300 applications to quant and AI firms in two years. No MIT. No PhD.
Last month Jane Street offered him $700,000.
I asked him how he finally broke in from nothing.
He sent me the exact lecture that flipped it for him. a free 2014 topology course, taught with paper and a rubber band.
Tadashi Tokieda, a Stanford mathematician, shows you the one idea every AI model and every quant signal is secretly built on: the shape hiding inside data.
I watched it last night.
Halfway through I understood why the people who actually get hired talk about the geometry of data while everyone else grinds leetcode.
Bookmark this and watch the lecture below.
- 0:00 - what topology actually is, and why shape beats numbers
- 6:20 - rubber sheet thinking: bend and stretch, never tear
- 13:20 - the Mobius strip and one sided surfaces
- 20:20 - why your data lives on a folded surface, the manifold every model learns
Srinivasan Chandrasekaran, IIT Madras professor:
"Bridgewater pays a risk manager $650,000 a year to answer one question: what is the exact probability this blows up. that is the same question this professor answers to keep billion dollar oil rigs from collapsing in a storm, and he teaches the math for free"
this free lecture is the risk model under every fund that has survived more than one crash.
strip away the upside talk and one number decides everything. not how much you can make, but the odds the whole thing fails.
an oil rig and a trading account die the same way: one rare load bigger than anything you planned for. reliability is the math that sizes your safety margin so that day does not end you.
Chandrasekaran builds it from zero, on a blackboard, in notation a beginner can follow. failure modes, safety factors, and the probability of ruin.
Wall Street rents this out as a $650,000 skill. an IIT professor hands you the math of not blowing up for free.
Roy Lee Explains How to Go From $0 to a Million Dollars With AI Videos
“Repeat this eight times and you have eight clients paying you $10,000 a month. And over a year you make $1 million.”
(Via Jack Neel)
Where is climate green fund!! Which was decided in COP .
3rd world is paying the price of west.
Protected zones must be developed across Himalayas. Carrying Capacity is fragile now.
#nepalfloods
محاضره من بروفسور عراقي عمل في الغرب اكثر من ٣٠ سنه..
عنوان المحاضره لاأحد يجب أن يمرض بعد الأن..
البروفسور لخص الخلو من الأمراض في دقائق قليله ويستحق سماعه