@hannapunzei:

Hannapunzel

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Tuesday 02 December 2025 00:00:23 GMT

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Comments

Ramsxs_. :

no hay de esas en el polnito (Ignoren la playera del América)

2025-12-02 20:35:11

327

𒉭H :

2025-12-04 14:06:01

22

GARXZ★ :

Amiga un consejito, aunque no soy estudiante de medicina, quiero recordarte que prestes atención a los músculos de tu hombro izquierdo, especialmente la zona del trapecio para evitar la tensión. Es mejor no dormir de lado; idealmente,deberías dormir a mi lado.

2026-01-12 11:19:15

4

Yeico :

Curiosamente dejamos de usar ropa ayer

2025-12-03 01:58:46

17

Marmotadr :

Sin brackets estás igual de linda Hanna 🤩

2025-12-02 00:04:56

214

Valen Ravers :

2025-12-04 13:26:49

32

★💋Rodezno ❤️ :

2025-12-02 01:43:46

29

Uoligliono :

Amiga un consejito, aunque no soy estudiante de medicina, quiero recordarte que prestes atención a los músculos de tu hombro izquierdo, especialmente la zona del trapecio para evitar la tensión. Es mejor no dormir de lado; idealmente, deberías dormir a mi lado

2025-12-05 08:37:05

6

￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ :

Amiga un consejito, aunque no soy estudiante de medicina, quiero recordarte que prestes atención a los músculos de tu hombro izquierdo, especialmente la zona del trapecio para evitar la tensión. Es mejor no dormir de lado; idealmente,deberías dormir a mi lado.

2025-12-06 02:57:35

2

Ronny04 :

algoritmo

2025-12-02 22:45:39

8

Angel_Torres :

Mm hola

2025-12-02 23:59:52

3

saul. espinoza8 :

Que copa es

2025-12-11 19:45:11

2

paleles_23 :

Se parece a La tía Cass (Cass Hamada) de Big Hero 6, pero para mi mejorada 🤩

2026-01-19 19:20:36

7

Alexitoo🦕⭐ :

hanna gruñeme

2025-12-15 16:53:23

1

KEVIN ALEJANDRO :

hola hanna dicen que se escapo una princesa de disney y ya encontre ka princesa de disney

2026-01-08 07:02:14

1

juanse :

Que está peor 1. que me salió en para ti 2. que no lo paro de ver 3.que estoy comentando para que salgan más

2026-01-06 15:24:22

1

Martin Diaz Ramirez :

😎COMO DE TRES HORAS😎😎

2025-12-09 22:04:43

1

OLIVERA 👻 :

2025-12-05 04:48:08

3

√| 3mbēr>>> :

por qué hay muchas cuentas de hannnaaa

2025-12-11 15:49:57

1

Erick :

Hanna Punzel es mi pastora y nada me faltara.

2025-12-15 09:25:21

1

Xx.Alitasxd ܔܛܔ .xX :

xd

2025-12-05 03:00:54

1

𝓘𝓼𝓶𝓪𝓮𝓵!.💕 :

tendre que comentar para que me salgan mas 😏

2025-12-04 03:04:50

2

Jesus :

ojala me llegue una asiii 🙏🏽

2025-12-02 07:12:22

3

ALEX :

2025-12-03 01:18:33

1

3Mikury_410 :

2025-12-04 08:05:27

1

To see more videos from user @hannapunzei, please go to the Tikwm homepage.

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➡️Quant Finance From Scratch, part 1: expected value, with 12 lines of Python you can follow line by line. Two questions guide the video: what exactly is an edge, and why does a tiny edge turn into near certainty? Step 1, probability. The wheel has 37 pockets and 18 of them are red, so a bet on red wins with a probability of 18 out of 37, just under half. Step 2, expected value. A win pays one dollar and a loss costs one dollar. Weighted by their chances, that averages out to minus 2.7 cents per bet. Step 3, one player. A single spin pays plus or minus one dollar, so a balance jumps around. Our example player was 11 dollars ahead after 47 spins and still ended 22 dollars down. Step 4, a thousand players. Their balances spread out like stock charts, and 181 of the 1,000 walked away with a profit. Step 5, the casino. It takes the other side of all one million bets and earns $27,288, within one percent of the expected $27,027. Step 6, the law of large numbers. The more bets you add up, the closer the average gets to the expected value. The casino's profit per bet settles at 2.7 cents. Step 7, the reason. The edge grows with every bet, while luck only grows with the square root of the number of bets. After about 1,400 bets the edge is bigger than one standard deviation of luck. The same idea runs insurance companies, market makers and quant funds: they look for a small edge and repeat it many thousands of times. Even the casino was 44 dollars down after its first 2,000 bets, which is why measuring risk matters as much as measuring the edge. The honest part: the wheel is simulated with a fixed seed and nothing was downloaded. Every number in the video comes from a real run of the code, and the video checks its own numbers before it renders. This video is for education only, and nothing in it is financial advice. The house edge works exactly as shown, which is why gambling loses over time. #quantfinance #probability #python #expectedvalue #statistics

➡️Quant Finance From Scratch, part 1: expected value, with 12 lines of Python you can follow line by line. Two questions guide the video: what exactly is an edge, and why does a tiny edge turn into near certainty? Step 1, probability. The wheel has 37 pockets and 18 of them are red, so a bet on red wins with a probability of 18 out of 37, just under half. Step 2, expected value. A win pays one dollar and a loss costs one dollar. Weighted by their chances, that averages out to minus 2.7 cents per bet. Step 3, one player. A single spin pays plus or minus one dollar, so a balance jumps around. Our example player was 11 dollars ahead after 47 spins and still ended 22 dollars down. Step 4, a thousand players. Their balances spread out like stock charts, and 181 of the 1,000 walked away with a profit. Step 5, the casino. It takes the other side of all one million bets and earns $27,288, within one percent of the expected $27,027. Step 6, the law of large numbers. The more bets you add up, the closer the average gets to the expected value. The casino's profit per bet settles at 2.7 cents. Step 7, the reason. The edge grows with every bet, while luck only grows with the square root of the number of bets. After about 1,400 bets the edge is bigger than one standard deviation of luck. The same idea runs insurance companies, market makers and quant funds: they look for a small edge and repeat it many thousands of times. Even the casino was 44 dollars down after its first 2,000 bets, which is why measuring risk matters as much as measuring the edge. The honest part: the wheel is simulated with a fixed seed and nothing was downloaded. Every number in the video comes from a real run of the code, and the video checks its own numbers before it renders. This video is for education only, and nothing in it is financial advice. The house edge works exactly as shown, which is why gambling loses over time. #quantfinance #probability #python #expectedvalue #statistics

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💔 تخيّلوا طفلة تحمل حقيبتها وتحلم بدخول المدرسة، لكن حجابها يقف بينها وبين مقعد الدراسة! بنات يلعبن داخل المدرسة، وبنات يقفن خلف الحديد ينظرن إليهن بحزن… أليس من حق كل طفلة أن تتعلّم؟ أين الرحمة وأين العدل؟ 😢 اللهم احفظ بناتنا، وافتح لهن أبواب العلم والخير. 🤲❤️أذربيجان #الحجاب #حق_التعليم #الظلم #قصص_مؤثرة ا

💔 تخيّلوا طفلة تحمل حقيبتها وتحلم بدخول المدرسة، لكن حجابها يقف بينها وبين مقعد الدراسة! بنات يلعبن داخل المدرسة، وبنات يقفن خلف الحديد ينظرن إليهن بحزن… أليس من حق كل طفلة أن تتعلّم؟ أين الرحمة وأين العدل؟ 😢 اللهم احفظ بناتنا، وافتح لهن أبواب العلم والخير. 🤲❤️أذربيجان #الحجاب #حق_التعليم #الظلم #قصص_مؤثرة ا

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