Data Science & Analytics @datascience_courses Channel on Telegram

Data Science & Analytics

@datascience_courses


๐ŸŒŸ Your hub for courses from platforms like Udemy, Coursera, EdX, and more!
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@Ahmedneamatallah

Data Science & Analytics (English)

Are you passionate about data science and analytics? Looking to expand your knowledge and skills in this rapidly growing field? Look no further than the Telegram channel 'datascience_courses'! This channel is your ultimate hub for all things related to data science and analytics. From courses offered on platforms like Udemy, Coursera, EdX, and more, to top recommendations for books and learning resources, this channel has got you covered. Stay updated on the latest job opportunities in the field and connect with like-minded individuals who share your passion for data science and analytics. Whether you are a beginner looking to get started or an experienced professional seeking to further your expertise, 'datascience_courses' is the perfect resource for you. Join now and take your data science journey to the next level! Channel Admin: @Ahmedneamatallah

Data Science & Analytics

07 Jan, 11:03


ุงุญุชูุธ ุจุงู„ู…ุตุฏุฑ ุฏู‡ ูˆุฃู†ุช ุจุชุฐุงูƒุฑ #dataanalysis ู„ุฅู†ูƒ ู‡ุชุญุชุงุฌู‡ ุฅู† ุดุงุก ุงู„ู„ู‡ ููŠ ุงู„ุชุญุถูŠุฑ ู„ู„ #interview ูˆููŠ ุดุบู„ูƒ ู‡ุชุญุชุงุฌ ู…ุตุฏุฑ ุชุฑุงุฌุน ู…ู†ู‡ ุจุฅุณุชู…ุฑุงุฑ ..


Statistics 
ูˆุงุญุฏ ู…ู† ุงู„ุนู„ูˆู… ุงู„ุฃุณุงุณูŠุฉ ุงู„ู…ุณุชุฎุฏู…ุฉ ุจุดูƒู„ ูƒุจูŠุฑ ููŠ ุนู„ู… ุงู„ุจูŠุงู†ุงุช ูˆุงู„ ู„ุงุฒู… ุชุชุนู„ู…ู‡ุง ูˆุชูƒูˆู† ูุงู‡ู… ู…ุจุงุฏุฆู‡ุง ..

ุงู„ุฅุญุตุงุก ุจุชู†ู‚ุณู… ู„ุฌุฒุฆูŠู† :

1- Descriptive statistics  
(ุงู„ุฅุญุตุงุก ุงู„ูˆุตููŠุฉ )

ู…ู† ุฎู„ุงู„ู‡ุง ู‡ุชู‚ุฏุฑ ุชูˆุตู ูˆุชุชุนุฑู ุนู„ู‰ ุงู„ุจูŠุงู†ุงุช ุจุดูƒู„ ุนุงู… ูˆู…ุนุธู… ุงู„ุดุบู„ ู…ุนุชู…ุฏ ุนู„ูŠู‡ุง ...

ู‡ุชุฏุฑุณ ุนุฏุฏ ู…ู† ุงู„ู…ูุงู‡ูŠู… ุฒูŠ :
ุงู„ูˆุณูŠุท 
ูˆุงู„ู…ุชูˆุณุท 
ูˆุงู„ุฅู†ุญุฑุงู ุงู„ู…ุนูŠุงุฑูŠ

mode, median ,mean 
skewness ,variance, std 
distribution

ุฐุงูƒุฑ ุงู„ุฌุฒุก ุฏู‡ ุจุชุฑูƒูŠุฒ ูˆุงุชุฏุฑุจ ุนู„ูŠู‡ 


2- inferential statistics
( ุงู„ุฅุญุตุงุก ุงู„ุงุณุชุฏู„ุงู„ูŠุฉ ) 

ู…ู† ุฎู„ุงู„ู‡ุง ู‡ุชุจุฏุฃ ุชุณุชู†ุชุฌ ุตูุงุช ู…ุนูŠู†ุฉ ู„ู„ุจูŠุงู†ุงุช ุงู„ูƒุจูŠุฑุฉ ูˆุงู„ุบูŠุฑ ู…ุชูˆูุฑุฉ ุนู† ุทุฑูŠู‚ ุนุฏุฏ ู…ุญุฏูˆุฏ ู…ู† ุงู„ุจูŠุงู†ุงุช.


ู…ุชุฎูŠู„ ู‡ุชุนุฑู ุฎุตุงุฆุต ูˆู…ุนู„ูˆู…ุงุช ุนู† ุจูŠุงู†ุงุช ู…ุด ู…ูˆุฌูˆุฏุฉ ู…ุนุงูƒ!


ูู‡ู…ูƒ ู„ู„ุฅุญุตุงุก ุงู„ุงุณุชุฏู„ุงู„ูŠ ู‡ูŠุณุงู‡ู… ุจุดูƒู„ ูƒุจูŠุฑ ููŠ ุงุญุชุฑุงููƒ ููŠ ุงู„ุชุนุงู…ู„ ู…ุน ุงู„ุจูŠุงู†ุงุช ูˆู‡ูŠุณุงุนุฏูƒ ุจุตูˆุฑุฉ ูƒุจูŠุฑุฉ ุชุฌู…ูŠุน ุงู„ุจูŠุงู†ุงุช ุจุฐูƒุงุก ูˆููŠ ูˆู‚ุช ู‚ู„ูŠู„ ูˆู‡ุชูˆูุฑ ูู„ูˆุณ 
ู„ู„ุดุฑูƒุฉ..


ุจู…ุนู†ู‰ ุฃูˆุถุญ ูู‡ู…ูƒ ู„ู„ุฅุญุตุงุก ุงู„ุงุณุชุฏู„ุงู„ูŠุฉ ู‡ุชูู‡ู…ูƒ ุฅู† ู…ุญุงูˆู„ุฉ ุฌู…ุน 2000 ุตู ู…ุง ู‡ูŠ ุฅู„ุง ู‡ุฏุฑ ู„ู„ูˆู‚ุช ูˆุงู„ุฌู‡ุฏ ูˆุงู„ู…ุงู„

ู„ุฅู† ู„ูˆ ุฌู…ุนุช 400 ุตู ูู‚ุท ุฅู† ุดุงุก ุงู„ู„ู‡ ู‡ุชูˆุตู„ ู„ู†ูุณ ุงู„ู†ุชูŠุฌุฉ ูˆุจูƒูุงุกุฉ ุนุงู„ูŠุฉ

ุจู…ุนู†ู‰ ู†ุชุงุฆุฌ ุงู„ู…ุดุฑูˆุน ุณูŠุนุชู…ุฏ ุนู„ูŠู‡ุง ูˆ ู‡ุชู†ุฌุฒ ุงู„ู…ุดุฑูˆุน ููŠ ูˆู‚ุช ุฃู‚ู„ ุจูƒุชูŠุฑ

ูƒู„ ุณุงุนุฉ ุจุชุฐุงูƒุฑู‡ุง ุจุชุฑูƒูŠุฒ ุงู† ุดุงุก ุงู„ู„ู‡ ู‡ุชุณู‡ู„ ุดุบู„ูƒ ููŠ ุงู„ู…ุณุชู‚ุจู„ ูˆู‡ุชุนู„ูŠ ู…ู† ู‚ูŠู…ุชูƒ ููŠ ุงู„ุณูˆู‚ ูุงุฌุชู‡ุฏ ูˆู„ุง ุชุฏุฎุฑ ุฌู‡ุฏุง.. ุตุฏูŠู‚ูŠ


Descriptive statistics:

https://youtube.com/playlist?list=PLU5aQXLWR3_yYS0ZYRA-5g5YSSYLNZ6Mc


Inferential statistics:

https://www.coursera.org/learn/inferential-statistics-intro


Extra source:

https://youtube.com/playlist?list=PLVpJGVBmPnw3eRSzC90oXA6gBcG-nEYIe


ู…ุนู„ูˆู…ุฉ:
ู‡ุชูุตู„ ุชุชุนู„ู… ุงุญุตุงุก ู„ูุชุฑุฉ ุทูˆูŠู„ุฉ ูุงุจุฏุฃ ุจุงู„ุฌุฒุก ุงู„ุณู‡ู„ ุงู„ุฎุงุต ุจุงู„ูˆุตููŠุฉ ูˆุงุชุนู„ู… ุจุงุณุชู…ุฑุงุฑ ุนู† ุงู„ุงุณุชุฏู„ุงู„ูŠุฉ
ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€ู€

Data Science & Analytics

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