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Forwarded from Machine Learning with Python
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Forwarded from Machine Learning with Python
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#๐ฆ๐ค๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐๐ต๐ฒ๐ฎ๐๐๐ต๐ฒ๐ฒ๐ โ ๐๐ฟ๐ฎ๐ฐ๐ธ ๐๐ป๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ช๐ถ๐๐ต ๐ง๐ต๐ฒ๐๐ฒ ๐๐ผ๐ป๐ฐ๐ฒ๐ฝ๐๐
โ ๐ญ. ๐ฆ๐ค๐ ๐๐ผ๐ถ๐ป๐ โ Combine data from multiple tables
๐ก INNER JOIN โ Returns matching records from both tables
๐ก LEFT JOIN โ Returns all records from the left table + matches from the right
๐ก RIGHT JOIN โ Returns all records from the right table + matches from the left
๐ก FULL JOIN โ Returns all records from both tables
โ ๐ฎ. ๐๐๐ง๐ ๐๐๐๐ง๐๐ฅ๐๐ก๐ โ Retrieve specific records efficiently
๐ก WHERE โ Filters rows before aggregation
๐ก HAVING โ Filters after aggregation
๐ก BETWEEN, IN, LIKE โ Advanced filtering
โ ๐ฏ. ๐๐๐๐ฅ๐๐๐๐ง๐๐ข๐ก & ๐๐ฅ๐ข๐จ๐ฃ๐๐ก๐ โ Summarize data
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โ ๐ฐ. ๐ฆ๐จ๐๐ค๐จ๐๐ฅ๐๐๐ฆ & ๐๐ง๐๐ โ Break complex queries
๐ก Subquery โ Nested query inside another query
๐ก Common Table Expressions (CTE) โ Temporary named query
โ ๐ฑ. ๐๐ก๐๐๐ซ๐๐ก๐ & ๐ข๐ฃ๐ง๐๐ ๐๐ญ๐๐ง๐๐ข๐ก โ Speed up queries
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โ ๐ญ. ๐ฆ๐ค๐ ๐๐ผ๐ถ๐ป๐ โ Combine data from multiple tables
๐ก INNER JOIN โ Returns matching records from both tables
๐ก LEFT JOIN โ Returns all records from the left table + matches from the right
๐ก RIGHT JOIN โ Returns all records from the right table + matches from the left
๐ก FULL JOIN โ Returns all records from both tables
โ ๐ฎ. ๐๐๐ง๐ ๐๐๐๐ง๐๐ฅ๐๐ก๐ โ Retrieve specific records efficiently
๐ก WHERE โ Filters rows before aggregation
๐ก HAVING โ Filters after aggregation
๐ก BETWEEN, IN, LIKE โ Advanced filtering
โ ๐ฏ. ๐๐๐๐ฅ๐๐๐๐ง๐๐ข๐ก & ๐๐ฅ๐ข๐จ๐ฃ๐๐ก๐ โ Summarize data
๐ก GROUP BY โ Groups data based on a column
๐ก COUNT, SUM, AVG, MIN, MAX โ Perform calculations
โ ๐ฐ. ๐ฆ๐จ๐๐ค๐จ๐๐ฅ๐๐๐ฆ & ๐๐ง๐๐ โ Break complex queries
๐ก Subquery โ Nested query inside another query
๐ก Common Table Expressions (CTE) โ Temporary named query
โ ๐ฑ. ๐๐ก๐๐๐ซ๐๐ก๐ & ๐ข๐ฃ๐ง๐๐ ๐๐ญ๐๐ง๐๐ข๐ก โ Speed up queries
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โ ๐ฒ. ๐๐๐ฉ๐๐ก๐๐๐ ๐ฆ๐ค๐ ๐ง๐ข๐ฃ๐๐๐ฆ
๐ก Window Functions โ RANK, ROW_NUMBER, LEAD, LAG
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Forwarded from ENG. Hussein Sheikho
ูุฑุตุฉ ุนู
ู ุนู ุจุนุฏ ๐งโ๐ป
ูุง ูุชุทูุจ ุงู ู ุคูู ุงู ุฎุจุฑู ุงูุดุฑูู ุชูุฏู ุชุฏุฑูุจ ูุงู ูโจ
ุณุงุนุงุช ุงูุนู ู ู ุฑููโฐ
ูุชู ุงูุชุณุฌูู ุซู ุงูุชูุงุตู ู ุนู ูุญุถูุฑ ููุงุก ุชุนุฑููู ุจุงูุนู ู ูุงูุดุฑูู
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ูุง ูุชุทูุจ ุงู ู ุคูู ุงู ุฎุจุฑู ุงูุดุฑูู ุชูุฏู ุชุฏุฑูุจ ูุงู ู
ุณุงุนุงุช ุงูุนู ู ู ุฑูู
ูุชู ุงูุชุณุฌูู ุซู ุงูุชูุงุตู ู ุนู ูุญุถูุฑ ููุงุก ุชุนุฑููู ุจุงูุนู ู ูุงูุดุฑูู
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ูุฑุตุฉ ุนู
ู
ุงูุนู
ู ู
ู ุงูู
ูุฒู ูู ุจุจุณุงุทุฉ ุญู ูู
ุดููุฉ ุงูุจุทุงูุฉ ููุดุจุงุจ ุงูุนุฑุจู ูููู ุงูุจุดุฑ ุญูู ุงูุนุงูู
ุ๐ ุงูู ุทุฑููู ูููุตูู ุงูู ุงูุญุฑูุฉ ุงูู
ุงููุฉ ูุจุนูุฏุงู ุนู ุดุบู ุงููุธููุฉ ุงูุญููู
ูุฉ ุงูู
ู
ูุฉ ูุงูู
ุฑุชุจุงุช ุงูุถุนููุฉ..
ุฃุตุจุญ ุงูุฑุจุญ ู ู ุงูุงูุชุฑูุช ุฃู ุฑ ุญูููู ูููุณ ููู ..๐ค
ููุฏู ูู ูุฑุตุฉ ุงูุขู ู ู ุบูุฑ ุฃู ุดูุงุฏุงุชโฆ
ุฃุตุจุญ ุงูุฑุจุญ ู ู ุงูุงูุชุฑูุช ุฃู ุฑ ุญูููู ูููุณ ููู ..๐ค
ููุฏู ูู ูุฑุตุฉ ุงูุขู ู ู ุบูุฑ ุฃู ุดูุงุฏุงุชโฆ
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