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Gozberth Mhonyo :

Atutaki maxhoga

2026-04-09 08:22:51

686

Daga shenko 20!! :

Hatutak Mashoga

2026-04-09 11:06:21

323

abduli miko :

mungu chukua huyu anko t turudishie magufuli 😭😭😭😭😭

2026-06-12 05:10:46

38

Lucy Dickson :

kwenda bwana hatutaki usenge☺️☺️

2026-04-09 12:44:24

472

Dory_saloon :

Ila uncle T

2026-04-09 08:19:02

5

Nao :

Kweli bro mwambie 😂😂🥰

2026-04-09 09:26:21

18

dotto :

Uko sawa san

2026-04-09 13:35:20

15

professor achimwene :

kama husapoti mashoga gonga like

2026-06-12 19:05:54

35

Jimmy Kaboja98 :

Naomba ufe Leo Anko T

2026-04-11 12:30:11

88

Mwanjabu Mgongo :

umesema ukweli anko t

2026-06-10 12:23:10

7

mr.Evans :

hilo chungaji ovyo sana linawaza ngono tu

2026-04-25 06:12:47

11

Barackgoldian :

acha usenge alisema kweli

2026-06-02 20:52:00

18

baba laoo :

wew acha usenge

2026-04-09 06:40:32

82

Queen Qute♥️💍 :

kabisa kaka

2026-04-09 14:56:32

10

wawa :

Huu mshangazi unaongea nini???😁🙈

2026-04-11 12:58:30

27

Kisoka.com :

Hatutaki mashoga ww

2026-04-24 11:44:38

12

rehema yisega :

umeguswa

2026-04-23 17:00:47

7

MOM..IMRITY❤️ :

atutakiii mashogaaa

2026-04-22 13:37:26

14

Husamu Mbogo :

mm nachojuaga ukweli huwa unauma siku zote ila tumeelekezwa tuuseme tu au mnasemj wadau🥰

2026-04-24 11:26:19

22

Bafe Timbi :

wwe ndio walewale 😅😅

2026-04-24 09:28:15

5

sospetemgunga :

hatutaki mashoga

2026-04-09 17:37:58

13

Rey ivan :

hatutaki mashoga

2026-04-16 06:46:14

6

Jovitus 🇧🇷🇧🇷🇱🇷🇱🇷 :

hatutaki ushogaaaaaaa

2026-04-09 16:51:38

12

Mac jr 19 :

MUNGU msamehe huyu maana hajui alitendalo

2026-04-17 11:45:02

15

ATM mashine :

we nae ndio wale wale nn

2026-04-09 08:24:42

38

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Other Videos

In sample is the data your model has already seen. Out of sample is the data it hasn't. Almost every blown up strategy dies on that one sentence. You split your history. You let the model learn on one chunk and you tune the parameters on it. That is your in sample. The numbers there are not performance. They are the model describing data it was optimised to describe. Of course it looks good. You bent it until it did. A beautiful in sample curve does not mean you found an edge. It means you found parameters that perfectly explain the past. That is not prediction. It is memorisation with extra steps. Out of sample is the test that matters. Data the model never touched, every parameter frozen, run once. The moment you peek and then go back to retune, that data is now in sample and you have contaminated the only honest test you had. This is where retail backtests quietly die. The thing that printed in sample falls apart out of sample. Sharpe collapses. The gap between the two is not bad luck. It is the overfit showing itself. The bigger the gap, the more of your backtest was fiction. In sample tells you what your model can fit. Out of sample tells you whether you have anything at all. Everyone has a great in sample. That is exactly why it is worth nothing. #jsfinancials #quant #quanttrading #backtesting #data

In sample is the data your model has already seen. Out of sample is the data it hasn't. Almost every blown up strategy dies on that one sentence. You split your history. You let the model learn on one chunk and you tune the parameters on it. That is your in sample. The numbers there are not performance. They are the model describing data it was optimised to describe. Of course it looks good. You bent it until it did. A beautiful in sample curve does not mean you found an edge. It means you found parameters that perfectly explain the past. That is not prediction. It is memorisation with extra steps. Out of sample is the test that matters. Data the model never touched, every parameter frozen, run once. The moment you peek and then go back to retune, that data is now in sample and you have contaminated the only honest test you had. This is where retail backtests quietly die. The thing that printed in sample falls apart out of sample. Sharpe collapses. The gap between the two is not bad luck. It is the overfit showing itself. The bigger the gap, the more of your backtest was fiction. In sample tells you what your model can fit. Out of sample tells you whether you have anything at all. Everyone has a great in sample. That is exactly why it is worth nothing. #jsfinancials #quant #quanttrading #backtesting #data

#ВэтотДень

#ВэтотДень

BEST FICTIONAL CHARACTERS OF ALL TIME || PART 1 || #arthurmorgan #kratos #saulgoodman #rickgrimes #leonkennedy

BEST FICTIONAL CHARACTERS OF ALL TIME || PART 1 || #arthurmorgan #kratos #saulgoodman #rickgrimes #leonkennedy

#السلام_عليك_يااباعبد_الله_الحسين #باسم_الكربلائي_عشق #محرم1443هجري #تصميمي #حيدر_الناصري

#السلام_عليك_يااباعبد_الله_الحسين #باسم_الكربلائي_عشق #محرم1443هجري #تصميمي #حيدر_الناصري

throwback except it was yesterday #fyp #bff #viral #foryou #bsf

throwback except it was yesterday #fyp #bff #viral #foryou #bsf

@noobzinha_38

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