Myanmar Excel Expert Team

Myanmar Excel Expert Team Founded in 2015, we specialize in international-standard training and consulting in data analytics, BI, automation, and AI.
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We equip professionals and businesses with practical, job-ready skills that drive real-world performance and results.

แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€‡แ€ฝแ€”แ€บแ€œ แ€กแ€แ€ฝแ€„แ€บแ€ธแ€™แ€พแ€ฌ ๐๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ แ€”แ€พแ€„แ€ทแ€บ ๐‚๐จ๐ฆ๐ฉ๐ซ๐ž๐ก๐ž๐ง๐ฌ๐ข๐ฏ๐ž ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Online แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ แ€–...
21/05/2026

แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€‡แ€ฝแ€”แ€บแ€œ แ€กแ€แ€ฝแ€„แ€บแ€ธแ€™แ€พแ€ฌ ๐๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ แ€”แ€พแ€„แ€ทแ€บ ๐‚๐จ๐ฆ๐ฉ๐ซ๐ž๐ก๐ž๐ง๐ฌ๐ข๐ฏ๐ž ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Online แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ แ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€žแ€ฝแ€ฌแ€ธแ€™แ€พแ€ฌแ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...

แ€œแ€ฑแ€ทแ€œแ€ฌแ€žแ€„แ€บแ€šแ€ฐแ€™แ€พแ€ฏแ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ แ€กแ€†แ€„แ€บแ€•แ€ผแ€ฑแ€†แ€ฏแ€ถแ€ธแ€–แ€ผแ€…แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€กแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแ€†แ€ฏแ€ถแ€ธ แ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€‘แ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€™แ€ปแ€ฌแ€ธแ€›แ€ฒแ€ท แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บ แ€กแ€แ€€แ€บแ€กแ€แ€ฒแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏแ€œแ€Šแ€บแ€ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€แ€ฒแ€ท แ€†แ€›แ€ฌแ€”แ€ฒแ€ท แ€แ€…แ€บแ€แ€ซแ€แ€Šแ€บแ€ธ แ€†แ€ฝแ€ฑแ€ธแ€”แ€ฝแ€ฑแ€ธแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บแ€แ€„แ€บแ€—แ€ปแ€ฌโ€ฆ

แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€แ€ปแ€€แ€บแ€กแ€œแ€€แ€บแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€ฆแ€ธแ€…แ€ฝแ€ฌแ€–แ€ฑแ€ฌแ€บแ€•แ€ผแ€‘แ€ฌแ€ธแ€•แ€ผแ€ฎแ€ธ แ€žแ€„แ€บแ€›แ€ญแ€ฏแ€ธแ€Šแ€ฝแ€พแ€”แ€บแ€ธแ€แ€™แ€บแ€ธ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€€แ€ญแ€ฏ แ€กแ€ฑแ€ฌแ€€แ€บแ€™แ€พแ€ฌ แ€–แ€ฑแ€ฌแ€บแ€บแ€•แ€ผแ€•แ€ฑแ€ธแ€‘แ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...แ‹

๐Ÿ”ท ๐๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐Ÿ”ท

Online แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ
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แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€แ€ปแ€ญแ€”แ€บ - แ„แ€ แ€”แ€ฌแ€›แ€ฎ
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ผแ€ฑแ€ธ - แแ…แ€,แ€แ€แ€ แ€€แ€ปแ€•แ€บ

๐Ÿ”ท Class 1
แ€…แ€แ€„แ€บแ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€™แ€Šแ€ทแ€บแ€›แ€€แ€บ - แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€‡แ€ฝแ€”แ€บแ€œ แ† แ€›แ€€แ€บ
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บแ€”แ€ฑแ€ท แ€”แ€พแ€„แ€ทแ€บแ€กแ€แ€ปแ€ญแ€”แ€บ - แ€กแ€•แ€แ€บแ€…แ€‰แ€บ แ€…แ€”แ€ฑแ€”แ€ฑแ€ท แ€”แ€พแ€„แ€ทแ€บ แ€แ€”แ€„แ€บแ€นแ€‚แ€”แ€ฝแ€ฑ แ€Š แ‡:แ€แ€ แ€”แ€ฌแ€›แ€ฎแ€™แ€พ แ‰แ€ธแ€แ€ แ€”แ€ฌแ€›แ€ฎแ€กแ€‘แ€ญ
แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€€แ€ผแ€ฌแ€™แ€ผแ€„แ€ทแ€บแ€™แ€Šแ€ทแ€บแ€€แ€ฌแ€œ - (แแ€) แ€•แ€แ€บ

๐Ÿ”ท Class 2
แ€…แ€แ€„แ€บแ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€™แ€Šแ€ทแ€บแ€›แ€€แ€บ - แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€‡แ€ฝแ€”แ€บแ€œ แˆ แ€›แ€€แ€บ
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บแ€”แ€ฑแ€ท แ€”แ€พแ€„แ€ทแ€บแ€กแ€แ€ปแ€ญแ€”แ€บ - แ€กแ€•แ€แ€บแ€…แ€‰แ€บ แ€แ€”แ€„แ€บแ€นแ€œแ€ฌแ€”แ€ฑแ€ท แ€™แ€พ แ€žแ€ฑแ€ฌแ€€แ€ผแ€ฌ แ€”แ€ฑแ€ทแŠ แ€Š แ‡:แ€แ€ แ€”แ€ฌแ€›แ€ฎแ€™แ€พ แ‰แ€ธแ€แ€ แ€”แ€ฌแ€›แ€ฎแ€กแ€‘แ€ญ
แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€€แ€ผแ€ฌแ€™แ€ผแ€„แ€ทแ€บแ€™แ€Šแ€ทแ€บแ€€แ€ฌแ€œ - (แ„) แ€•แ€แ€บ

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๐Ÿ”ท ๐Ÿ”ท ๐‚๐จ๐ฆ๐ฉ๐ซ๐ž๐ก๐ž๐ง๐ฌ๐ข๐ฏ๐ž ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ( Big Data Analysis and Reporting with Power BI ) ๐Ÿ”ท ๐Ÿ”ท

Online แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ
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แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€แ€ปแ€ญแ€”แ€บ - แ„แ€ แ€”แ€ฌแ€›แ€ฎ
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ผแ€ฑแ€ธ - แ‚แ…แ€,แ€แ€แ€ แ€€แ€ปแ€•แ€บ

๐Ÿ”ท Class 1
แ€…แ€แ€„แ€บแ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€™แ€Šแ€ทแ€บแ€›แ€€แ€บ - แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€‡แ€ฝแ€”แ€บแ€œ แ† แ€›แ€€แ€บ
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บแ€”แ€ฑแ€ท แ€”แ€พแ€„แ€ทแ€บแ€กแ€แ€ปแ€ญแ€”แ€บ - แ€กแ€•แ€แ€บแ€…แ€‰แ€บ แ€…แ€”แ€ฑแ€”แ€ฑแ€ท แ€”แ€พแ€„แ€ทแ€บ แ€แ€”แ€„แ€บแ€นแ€‚แ€”แ€ฝแ€ฑ แ€Š แ‡:แ€แ€ แ€”แ€ฌแ€›แ€ฎแ€™แ€พ แ‰แ€ธแ€แ€ แ€”แ€ฌแ€›แ€ฎแ€กแ€‘แ€ญ
แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€€แ€ผแ€ฌแ€™แ€ผแ€„แ€ทแ€บแ€™แ€Šแ€ทแ€บแ€€แ€ฌแ€œ - (แแ€) แ€•แ€แ€บ

๐Ÿ”ท Class 2
แ€…แ€แ€„แ€บแ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€™แ€Šแ€ทแ€บแ€›แ€€แ€บ - แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€‡แ€ฝแ€”แ€บแ€œ แˆ แ€›แ€€แ€บ
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บแ€”แ€ฑแ€ท แ€”แ€พแ€„แ€ทแ€บแ€กแ€แ€ปแ€ญแ€”แ€บ - แ€กแ€•แ€แ€บแ€…แ€‰แ€บ แ€แ€”แ€„แ€บแ€นแ€œแ€ฌแ€”แ€ฑแ€ท แ€™แ€พ แ€žแ€ฑแ€ฌแ€€แ€ผแ€ฌ แ€”แ€ฑแ€ทแŠ แ€Š แ‡:แ€แ€ แ€”แ€ฌแ€›แ€ฎแ€™แ€พ แ‰แ€ธแ€แ€ แ€”แ€ฌแ€›แ€ฎแ€กแ€‘แ€ญ
แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€€แ€ผแ€ฌแ€™แ€ผแ€„แ€ทแ€บแ€™แ€Šแ€ทแ€บแ€€แ€ฌแ€œ - (แ„) แ€•แ€แ€บ

โ˜Ž๏ธ แ€–แ€ฏแ€”แ€บแ€ธ - แ€แ‰ แ‰แˆแ…แƒแ€แ€แƒแƒแ€ แ€แ‰ แ…แ€แƒ แ†แ‰แ€แแŠ แ€แ‰ แ„แ„แ‚ แ…แ…แ€ แ…แ‰แ† แ€แ€ญแ€ฏแ€ทแ€€แ€ญแ€ฏ แ€†แ€€แ€บแ€žแ€ฝแ€šแ€บแ€•แ€ผแ€ฎแ€ธ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€…แ€ฏแ€ถแ€…แ€™แ€บแ€ธ แ€™แ€ฑแ€ธแ€™แ€ผแ€”แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ

๐Ÿซ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€œแ€ญแ€•แ€บแ€…แ€ฌ
แ€กแ€™แ€พแ€แ€บ แ‰แ‰แŠ แ€กแ€ฑแ€ฌแ€„แ€บแ€™แ€ฌแ€ƒแ€œแ€™แ€บแ€ธแŠ แ‚แ‰ แ€›แ€•แ€บแ€€แ€ฝแ€€แ€บแŠ แ€™แ€ผแ€ฑแ€ฌแ€€แ€บแ€’แ€‚แ€ฏแ€ถแ€™แ€ผแ€ญแ€ฏแ€ทแ€”แ€šแ€บ

๐Ÿ”ท ๐Ÿ”ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€›แ€”แ€บ ๐Ÿ”ท ๐Ÿ”ท

แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€”แ€พแ€ถแ€›แ€”แ€บแ€กแ€แ€ฝแ€€แ€บ แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซ Bank Account แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€•แ€ผแ€ฎแ€ธแ€แ€ฑแ€ฌแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€”แ€พแ€ถแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
Account Name - Hnin Sandar
0623 01 999 2320 9101 (KBZ)
0072 6001 0000 7145 (CB)
200 1456 7761 ( AYA )
005 945 460 007 580 (Yoma)
09 5036 901 (KPay)
002 1010 2000 300 29 (A Bank)
แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€แ€ฒแ€ทแ€กแ€แ€ซ Description แ€”แ€ฑแ€›แ€ฌแ€™แ€พแ€ฌ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€™แ€Šแ€ทแ€บแ€žแ€ฐแ แ€กแ€™แ€Šแ€บแ€€แ€ญแ€ฏ แ€›แ€ฑแ€ธแ€‘แ€Šแ€ทแ€บแ€•แ€ฑแ€ธแ€…แ€ฑแ€แ€ปแ€„แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ แ‹

แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€•แ€ผแ€ฎแ€ธแ€•แ€ซแ€€แ€œแ€Šแ€บแ€ธ แ€กแ€™แ€Šแ€บแŠ แ€–แ€ฏแ€”แ€บแ€ธแ€”แ€ถแ€•แ€ซแ€แ€บแŠ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€œแ€ญแ€ฏแ€แ€ฒแ€ทแ€กแ€แ€”แ€บแ€ธแŠ แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒ แ€•แ€ผแ€ฑแ€…แ€ฌแ€€แ€ญแ€ฏ แ€“แ€ซแ€แ€บแ€•แ€ฏแ€ถ / Screenshot แ€›แ€ญแ€ฏแ€€แ€บแ€•แ€ผแ€ฎแ€ธ FB Messenger แ€™แ€พ แ€•แ€ฑแ€ธแ€•แ€ญแ€ฏแ€ทแ€•แ€ฑแ€ธแ€–แ€ญแ€ฏแ€ท แ€™แ€ฑแ€แ€นแ€แ€ฌแ€›แ€•แ€บแ€แ€ถแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ..

๐Ÿ”ท ๐Ÿ”ท แ€€แ€ปแ€ฑแ€ฌแ€„แ€บแ€ธแ€žแ€ฌแ€ธแ€Ÿแ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€•แ€ฏแ€ถ ๐Ÿ”ท ๐Ÿ”ท

MEET แ€™แ€พแ€ฌ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€แ€€แ€บแ€–แ€ฐแ€ธแ€แ€ฒแ€ทแ€€แ€ปแ€ฑแ€ฌแ€„แ€บแ€ธแ€žแ€ฌแ€ธแ€Ÿแ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ แ€กแ€œแ€ฌแ€ธแ€แ€ฐ แ€กแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ แ€•แ€ผแ€”แ€บแ€แ€€แ€บแ€แ€ปแ€„แ€บแ€•แ€ซแ€€ Online แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€™แ€พแ€ฌ แ€†แ€€แ€บแ€œแ€€แ€บแ€กแ€แ€™แ€ฒแ€ท แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€™แ€พแ€ฌแ€–แ€ผแ€…แ€บแ€•แ€ผแ€ฎแ€ธ แ€”แ€ฑแ€›แ€ฌแ€กแ€แ€€แ€บแ€กแ€แ€ฒแ€™แ€ปแ€ฌแ€ธแ€€แ€ผแ€ฑแ€ฌแ€„แ€ทแ€บ แ€กแ€•แ€ผแ€„แ€บแ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€พแ€ฌแ€แ€ฑแ€ฌแ€ท แ€…แ€ฎแ€…แ€‰แ€บแ€™แ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€ฑแ€ธแ€แ€ฌ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€•แ€ฑแ€ธแ€…แ€ฑแ€แ€ปแ€„แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌโ€ฆแŠ
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€Ÿแ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€กแ€”แ€ฑแ€”แ€ฒแ€ท Online แ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€™แ€พแ€ฌ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€œแ€ญแ€ฏแ€•แ€ซแ€€ แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซแ€œแ€„แ€ทแ€บแ€แ€บแ€™แ€พแ€ฌ แ€™แ€ฑแ€œ แƒแ แ€›แ€€แ€บแ€”แ€ฑแ€ท แ€”แ€ฑแ€ฌแ€€แ€บแ€†แ€ฏแ€ถแ€ธแ€‘แ€ฌแ€ธแ€…แ€ฌแ€›แ€„แ€บแ€ธแ€žแ€ฝแ€„แ€บแ€ธแ€•แ€ฑแ€ธแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌโ€ฆ

https://forms.gle/LYJR2EGwMd2cCkrc9

แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€†แ€ญแ€ฏแ€„แ€บแ€›แ€ฌ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บแ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บ แ€กแ€แ€ปแ€€แ€บแ€กแ€œแ€€แ€บแ€™แ€ปแ€ฌแ€ธ

๐ŸŸง ๐๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐ŸŸง

Excel แ€€แ€ญแ€ฏ แ€กแ€แ€ผแ€ฑแ€แ€ถแ€กแ€†แ€„แ€ทแ€บ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ญแ€ฏแ€„แ€บแ€›แ€ฏแ€ถแ€”แ€ฒแ€ท แ€’แ€ฎแ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ญแ€ฏ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€•แ€ผแ€ฎแ€ธแ€†แ€ฏแ€ถแ€ธแ€แ€ฒแ€ทแ€กแ€แ€ซ แ€™แ€ญแ€™แ€ญแ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บแ€™แ€พ แ€•แ€ผแ€žแ€”แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€แ€€แ€บแ€กแ€แ€ฒแ€™แ€›แ€พแ€ญ แ€šแ€ฏแ€ถแ€€แ€ผแ€Šแ€บแ€™แ€พแ€ฏแ€กแ€•แ€ผแ€Šแ€ทแ€บแ€”แ€พแ€„แ€ทแ€บ แ€€แ€ญแ€ฏแ€šแ€บแ€แ€ญแ€ฏแ€„แ€บ แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€–แ€ญแ€ฏแ€ท แ€แ€ฌแ€แ€”แ€บแ€šแ€ฐแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...
แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€•แ€ผแ€žแ€”แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€›แ€”แ€บแ€กแ€แ€ฝแ€€แ€บ Excel Formula แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€œแ€ญแ€ฏแ€กแ€•แ€บแ€žแ€œแ€ญแ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บ แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€›แ€”แ€บแ€”แ€พแ€„แ€ทแ€บ Excel แ€›แ€ฒแ€ท แ€กแ€…แ€ฝแ€™แ€บแ€ธแ€‘แ€€แ€บ Tools & Features แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€€แ€ญแ€ฏแ€šแ€บแ€•แ€ญแ€ฏแ€„แ€บ แ€…แ€ญแ€แ€บแ€€แ€ฐแ€ธแ€…แ€ญแ€แ€บแ€žแ€”แ€บแ€ธแ€”แ€ฒแ€ท แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธ แ€”แ€ญแ€ฏแ€„แ€บแ€…แ€ฑแ€›แ€”แ€บ แ€กแ€ฌแ€™แ€แ€ถ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€แ€ฒแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
โœ…แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บ แ€žแ€„แ€บแ€›แ€ญแ€ฏแ€ธแ€Šแ€ฝแ€พแ€”แ€บแ€ธแ€แ€™แ€บแ€ธ แ€กแ€€แ€ปแ€‰แ€บแ€ธ
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€™แ€ปแ€ฌแ€ธแ€กแ€ฌแ€ธแ€œแ€ฏแ€ถแ€ธแ€™แ€พ แ€กแ€แ€ผแ€ฑแ€แ€ถ แ€กแ€›แ€ฑแ€ธแ€€แ€ผแ€ฎแ€ธ Function แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€…แ€ฑแ€ทแ€…แ€•แ€บ แ€žแ€ฑแ€แ€ปแ€ฌแ€…แ€ฝแ€ฌ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€žแ€Šแ€บแ€™แ€พแ€ฌ แ€žแ€ฑแ€แ€ปแ€ฌแ€…แ€ฑแ€–แ€ญแ€ฏแ€ท แ€กแ€แ€ฝแ€€แ€บ Data Filtering, Advance Data Filtering, Find & Replace, Custom Sorting, Table Features & Functions แ€…แ€žแ€Šแ€ทแ€บ แ€กแ€แ€ผแ€ฑแ€แ€ถ Excel Features แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บแ‹
Formula แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€›แ€ฌแ€™แ€พแ€ฌ แ€กแ€แ€ผแ€ฑแ€แ€ถแ€€แ€…แ€œแ€ญแ€ฏแ€ท แ€…แ€”แ€…แ€บแ€€แ€ปแ€€แ€ปแ€”แ€ฒแ€ท แ€แ€ญแ€แ€ญแ€€แ€ปแ€€แ€ป แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€…แ€ฑแ€›แ€”แ€บแŠ Formula Syntax แ€”แ€พแ€„แ€ทแ€บ Argument แ€žแ€˜แ€ฑแ€ฌแ€แ€ฌแ€›แ€ฌแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€…แ€ฑแ€›แ€”แ€บแŠ แ€กแ€แ€ผแ€ฌแ€ธ Workbook, Worksheet แ€™แ€ปแ€ฌแ€ธแ€™แ€พ แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บ แ€แ€ฝแ€€แ€บแ€แ€ปแ€€แ€บแ€”แ€ญแ€ฏแ€บแ€„แ€บแ€…แ€ฑแ€›แ€”แ€บ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹ Cell References แ€กแ€™แ€ปแ€ญแ€ฏแ€ธแ€™แ€ปแ€ญแ€ฏแ€ธแ€€แ€ญแ€ฏแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฎแ€ธ Formula แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏแ€‘แ€ญแ€›แ€ฑแ€ฌแ€€แ€บแ€…แ€ฝแ€ฌ แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€–แ€ญแ€ฏแ€ท แ€ฆแ€ธแ€…แ€ฌแ€ธแ€•แ€ฑแ€ธแ€žแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
แ€กแ€แ€ผแ€ฑแ€แ€ถ แ€žแ€„แ€บแ€นแ€แ€ปแ€ฌแ€แ€ฝแ€€แ€บแ€แ€ปแ€€แ€บแ€™แ€พแ€ฏแ€™แ€ปแ€ฌแ€ธแ€™แ€พ แ€…แ€แ€„แ€บแ€•แ€ผแ€ฎแ€ธ แ€กแ€žแ€ฏแ€ถแ€ธแ€™แ€ปแ€ฌแ€ธแ€žแ€Šแ€ทแ€บ Maths & Statistics Functions แ€™แ€ปแ€ฌแ€ธแŠ Logical Function แ€™แ€ปแ€ฌแ€ธแ€–แ€ผแ€…แ€บแ€แ€ฒแ€ท IF , AND, OR, NOT แ€แ€ญแ€ฏแ€ทแ€€แ€ญแ€ฏ แ€กแ€‘แ€ญแ€›แ€ฑแ€ฌแ€€แ€บแ€†แ€ฏแ€ถแ€ธแ€–แ€ผแ€…แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€แ€ฝแ€ฒแ€…แ€•แ€บแ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€Šแ€บแ€ธแ€™แ€ปแ€ฌแ€ธแŠ VLOOKUP, INDEX แ€€แ€ฒแ€ทแ€žแ€ญแ€ฏแ€ทแ€žแ€ฑแ€ฌ Lookup function แ€™แ€ปแ€ฌแ€ธแŠ Sumifs, Counifs แ€€แ€ฒแ€ทแ€žแ€ญแ€ฏแ€ท แ€žแ€ฑแ€ฌ Conditional Calculation Function แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€แ€€แ€šแ€ทแ€บแ€€แ€ญแ€ฏ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บแ€”แ€ฒแ€ท แ€แ€ญแ€แ€ญแ€€แ€ปแ€€แ€ป แ€žแ€ฑแ€žแ€ฑแ€แ€ปแ€ฌแ€แ€ปแ€ฌ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€žแ€Šแ€บ แ€กแ€‘แ€ญ แ€žแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
Source แ€กแ€žแ€ฎแ€ธแ€žแ€ฎแ€ธแ€™แ€พ Data แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Pivot Table แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ Data Analysis แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€แ€ผแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแŠ Excel 2013 แ€™แ€พ แ€…แ€แ€„แ€บแ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€Šแ€ทแ€บ Data Modelling feature แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ Relationship แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแ€€แ€ฌ Analysis แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€”แ€Šแ€บแ€ธแ€™แ€ปแ€ฌแ€ธแŠ แ€›แ€›แ€พแ€ญแ€œแ€ฌแ€žแ€Šแ€ทแ€บ Analyzed Results แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Effective Charts & Graphs แ€™แ€ปแ€ฌแ€ธ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ Dashboard แ€›แ€ฑแ€ธแ€†แ€ฝแ€ฒแ€แ€ผแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€žแ€Šแ€บแ€กแ€‘แ€ญ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ Advanced Data Analysis แ€”แ€ฒแ€ท Advanced Dashboard Developing แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€‘แ€ฐแ€ธแ€•แ€ผแ€ฏ แ€œแ€ฑแ€ทแ€œแ€ฌแ€€แ€ผแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บโ€ฆแ‹
Text Formula แ€™แ€ปแ€ฌแ€ธแ€กแ€ฌแ€ธ Advanced Level แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ แ€žแ€ฑแ€ฌแ€บแ€œแ€Šแ€บแ€ธแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแŠ Text to Column Feature แ€กแ€ฌแ€ธ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ แ€žแ€ฑแ€ฌแ€บแ€œแ€Šแ€บแ€ธแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแŠ Flash Fill Function แ€กแ€ฌแ€ธ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ แ€žแ€ฑแ€ฌแ€บแ€œแ€Šแ€บแ€ธแ€€แ€ฑแ€ฌแ€„แ€บแ€ธ Text String แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€œแ€ญแ€ฏแ€กแ€•แ€บแ€žแ€œแ€ญแ€ฏ แ€‘แ€ฏแ€แ€บแ€”แ€พแ€ฏแ€แ€บ แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บ แ€แ€ฝแ€€แ€บแ€แ€ปแ€€แ€บแ€”แ€Šแ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€ฅแ€•แ€™แ€ฌแ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€”แ€ฒแ€ท แ€œแ€ฑแ€ทแ€œแ€ฌแ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
Date & Time Format แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Excel แ€™แ€พ แ€€แ€ญแ€ฏแ€„แ€บแ€แ€ฝแ€šแ€บแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€•แ€ฏแ€ถ แ€”แ€Šแ€บแ€ธแ€…แ€”แ€…แ€บแ€™แ€ปแ€ฌแ€ธแ€”แ€พแ€„แ€ทแ€บ แ€™แ€žแ€ญแ€™แ€–แ€ผแ€…แ€บ แ€žแ€ญแ€›แ€™แ€Šแ€ทแ€บ Date & Time Formula แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€”แ€Šแ€บแ€ธแ€…แ€”แ€…แ€บแ€แ€€แ€ป แ€œแ€ฑแ€ทแ€œแ€ฌแ€€แ€ผแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
Formula แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Advanced Level แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€ญแ€ฏแ€บแ€„แ€บแ€žแ€Šแ€บแ€กแ€‘แ€ญ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€แ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹ แ€กแ€แ€ผแ€ฑแ€กแ€”แ€ฑแ€กแ€™แ€ปแ€ญแ€ฐแ€ธแ€™แ€ปแ€ญแ€ฐแ€ธแ€กแ€แ€ฝแ€€แ€บ Advanced Lookup Formula แ€™แ€ปแ€ฌแ€ธ แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ผแ€ฎแ€ธ แ€žแ€ฌแ€™แ€”แ€บ Formula แ€™แ€ปแ€ฌแ€ธแ€”แ€พแ€„แ€ทแ€บ แ€™แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€Šแ€ทแ€บแ€กแ€แ€ซแ€™แ€ปแ€ญแ€ฏแ€ธแ€™แ€พแ€ฌ Advanced Array Formula แ€™แ€ปแ€ฌแ€ธ แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€•แ€ผแ€ฎแ€ธ แ€•แ€ผแ€žแ€”แ€ฌ แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€šแ€ฏแ€ถแ€€แ€ผแ€Šแ€บแ€™แ€พแ€ฐ แ€›แ€พแ€ญแ€›แ€พแ€ญแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€žแ€„แ€บแ€•แ€ฑแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹
Conditional Formatting, Data Validation แ€€แ€ฒแ€ทแ€žแ€ญแ€ฏแ€ทแ€žแ€ฑแ€ฌ แ€กแ€›แ€™แ€บแ€ธแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแ€แ€ฒแ€ท Built in Function แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€…แ€”แ€…แ€บแ€แ€€แ€ป แ€กแ€แ€ผแ€ฑแ€แ€ถแ€™แ€พแ€…แ€•แ€ผแ€ฎแ€ธ แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ท แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€Šแ€บแ€กแ€‘แ€ญ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹ แ€’แ€ซแ€ทแ€กแ€•แ€ผแ€„แ€บ Excel แ€€ แ€•แ€ฑแ€ธแ€‘แ€ฌแ€ธแ€แ€ฒแ€ท Limit แ€‘แ€€แ€บ แ€€แ€ปแ€ฑแ€ฌแ€บแ€œแ€ฝแ€”แ€บแ€•แ€ผแ€ฎแ€ธ Conditional Formatting แ€”แ€ฒแ€ท Data Validation แ€แ€ญแ€ฏแ€ทแ€€แ€ญแ€ฏ แ€€แ€ญแ€ฏแ€šแ€บแ€•แ€ญแ€ฏแ€„แ€บ Formula แ€แ€ฝแ€ฑแ€”แ€ฒแ€ท Customize แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€Šแ€บแ€ธแ€แ€ฝแ€ฑ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..
Freeze Panes, Subtotal, 3D Formulas, Excel Camera, Speak Out Functions, Worksheet & Workbook Protection by Password แ€…แ€žแ€Šแ€บ แ€…แ€žแ€Šแ€บแ€–แ€ผแ€„แ€ทแ€บ แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ทแ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ป Essential Tips and Tricks แ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€€แ€ญแ€ฏ แ€œแ€ฒ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€™แ€พแ€ฌแ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
แ€…แ€žแ€–แ€ผแ€„แ€ทแ€บ แ€…แ€žแ€–แ€ผแ€„แ€ทแ€บ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€แ€ฒแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€ฌแ€แ€ฝแ€ฑแ€€ แ€กแ€›แ€™แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€กแ€”แ€ฑแ€”แ€ฒแ€ท แ€กแ€แ€”แ€บแ€ธแ€•แ€ฏแ€ถแ€™แ€พแ€”แ€บ แ€แ€€แ€บแ€•แ€ผแ€ฎแ€ธ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€ฌแ€แ€ฝแ€ฑ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€œแ€ฑแ€ทแ€€แ€ปแ€„แ€ทแ€บแ€›แ€„แ€บ แ€แ€€แ€šแ€ทแ€บ Excel Professional แ€แ€…แ€บแ€šแ€ฑแ€ฌแ€€แ€บแ€–แ€ผแ€…แ€บแ€œแ€ฌแ€–แ€ญแ€ฏแ€ท แ€œแ€ฏแ€ถแ€ธแ€ แ€กแ€ฌแ€™แ€แ€ถแ€•แ€ซแ€แ€šแ€บ..แ‹
๐ŸŸง ๐‚๐จ๐ฆ๐ฉ๐ซ๐ž๐ก๐ž๐ง๐ฌ๐ข๐ฏ๐ž ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐ŸŸง
โžก๏ธ Microsoft Excel แ€”แ€พแ€„แ€ทแ€บ Business Analysis / Big Data Analysis แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€”แ€ฑแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ แ€กแ€‘แ€ฐแ€ธแ€žแ€„แ€ทแ€บแ€œแ€ปแ€ฑแ€ฌแ€บแ€žแ€Šแ€ทแ€บ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..
แ€‘แ€ญแ€ฏแ€ทแ€‘แ€€แ€บแ€•แ€ญแ€ฏแ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€†แ€ญแ€ฏแ€›แ€žแ€ฑแ€ฌแ€บ
โžก๏ธ Excel แ€€แ€ญแ€ฏ Advanced Level แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ผแ€ฎแ€ธ Data Analysis แ€กแ€แ€ฝแ€€แ€บ แ€กแ€†แ€„แ€ทแ€บแ€™แ€ผแ€„แ€ทแ€บ แ€•แ€Šแ€ฌแ€›แ€•แ€บแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€†แ€€แ€บแ€œแ€€แ€ทแ€บแ€œแ€ฑแ€ทแ€œแ€ฌแ€œแ€ญแ€ฏแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธ
โžก๏ธ Source แ€กแ€žแ€ฎแ€ธแ€žแ€ฎแ€ธแ€™แ€พ แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€แ€ฒแ€›แ€ฌแ€แ€ฒแ€†แ€…แ€บ แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแ€•แ€ผแ€ฎแ€ธ Analyze แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€”แ€ฑแ€›แ€žแ€ฐแ€™แ€ปแ€ฌแ€ธAnalyze แ€œแ€ฏแ€•แ€บแ€œแ€ญแ€ฏแ€ทแ€›แ€แ€ฒแ€ท Format แ€–แ€ผแ€…แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€”แ€ฌแ€›แ€ฎแ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ แ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€”แ€ฑแ€›แ€žแ€ฐแ€™แ€ปแ€ฌแ€ธ
โžก๏ธ File Size แ€€แ€ผแ€ฎแ€ธแ€แ€ฒแ€ทแ€กแ€แ€ฝแ€€แ€บ Analyze แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€›แ€ฌแ€™แ€พแ€ฌ แ€แ€€แ€บแ€แ€ฒแ€”แ€ฑแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธแŠ
โžก๏ธ Pivot Table แ แ€€แ€”แ€ทแ€บแ€žแ€แ€บแ€แ€ปแ€€แ€บแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€€แ€ปแ€ฑแ€ฌแ€บแ€œแ€ฝแ€”แ€บแ€•แ€ผแ€ฎแ€ธ แ€กแ€แ€ฌแ€ธแ€กแ€†แ€ฎแ€ธแ€™แ€›แ€พแ€ญ แ€œแ€ญแ€ฏแ€žแ€œแ€ญแ€ฏ Analysis แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€œแ€ญแ€ฏแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธ
โžก๏ธ Analysis Result แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Powerful Report & Dashboard แ€™แ€ปแ€ฌแ€ธแ€กแ€–แ€ผแ€…แ€บแ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€•แ€ผแ€ฎแ€ธ Business Decision Making Processes แ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€œแ€ญแ€ฏแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธ แ€กแ€แ€ฝแ€€แ€บ แ€กแ€‘แ€ฐแ€ธ แ€žแ€„แ€ทแ€บแ€œแ€ปแ€ฑแ€ฌแ€บแ€žแ€Šแ€ทแ€บ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..
แ€’แ€ฎแ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€พแ€ฌ Sources แ€กแ€žแ€ฎแ€ธแ€žแ€ฎแ€ธแ€™แ€พแ€ฌ แ€•แ€ฏแ€ถแ€…แ€ถแ€กแ€™แ€ปแ€ญแ€ฏแ€ธแ€™แ€ปแ€ญแ€ฏแ€ธแ€”แ€ฒแ€ท แ€›แ€พแ€ญแ€”แ€ฑแ€แ€ฒแ€ท Raw Data แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแŠ แ€œแ€ญแ€ฏแ€กแ€•แ€บแ€žแ€œแ€ญแ€ฏ แ€•แ€ฏแ€ถแ€…แ€ถแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€•แ€ผแ€ฎแ€ธ Business Information แ€™แ€ปแ€ฌแ€ธแ€กแ€–แ€ผแ€…แ€บแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€€แ€ฌ Interactive Report & Dashboards แ€™แ€ปแ€ฌแ€ธ แ€›แ€ฑแ€ธแ€†แ€ฝแ€ฒแ€•แ€ผแ€ฎแ€ธ แ€™แ€ญแ€™แ€ญแ€›แ€ฒแ€ท แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บแ€กแ€แ€ฝแ€„แ€บแ€ธ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ Sharing แ€œแ€ฏแ€•แ€บแŠ แ€กแ€›แ€ฑแ€ธแ€€แ€ผแ€ฎแ€ธแ€แ€ฒแ€ท แ€†แ€ฏแ€ถแ€ธแ€–แ€ผแ€แ€บแ€แ€ปแ€€แ€บแ€แ€ฝแ€ฑ แ€แ€ปแ€™แ€พแ€แ€บแ€–แ€ญแ€ฏแ€ท แ€€แ€ฐแ€Šแ€ฎแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท Power BI tools แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€•แ€ผแ€ฎแ€ธแ€•แ€ผแ€Šแ€ทแ€บแ€…แ€ฏแ€ถแ€…แ€ฝแ€ฌ แ€œแ€ฑแ€ทแ€œแ€ฌแ€€แ€ผแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€šแ€ทแ€บ BI Tools แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€€แ€ปแ€‰แ€บแ€ธแ€กแ€ฌแ€ธแ€–แ€ผแ€„แ€ทแ€บ แ€™แ€ญแ€แ€บแ€†แ€€แ€บแ€–แ€ฑแ€ฌแ€บแ€•แ€ผแ€•แ€ซแ€›แ€…แ€ฑ..แ‹
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ฎ๐ž๐ซ๐ฒ
Power Query แ€€แ€ญแ€ฏ Get & Transform แ€œแ€ญแ€ฏแ€ท แ€แ€ฑแ€ซแ€บแ€แ€ฑแ€ซแ€บแ€€แ€ผแ€•แ€ซแ€แ€šแ€บ..แŠ แ€”แ€ฌแ€™แ€Šแ€บแ€กแ€แ€ญแ€ฏแ€„แ€บแ€ธ Multiple Sources แ€€ แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บ แ€›แ€šแ€ฐแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€Šแ€ทแ€บแ€กแ€•แ€ผแ€„แ€บ แ€กแ€œแ€ญแ€ฏแ€กแ€œแ€ปแ€ฑแ€ฌแ€€แ€บ Refresh & Update แ€œแ€ฏแ€•แ€บแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
แ€•แ€ฏแ€ถแ€…แ€ถแ€กแ€™แ€ปแ€ญแ€ฏแ€ธแ€™แ€ปแ€ญแ€ฏแ€ธแ€”แ€ฒแ€ท แ€›แ€พแ€ญแ€”แ€ฑแ€แ€ฒแ€ท แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Analysis แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท Format แ€–แ€ผแ€…แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒ แ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ แ€™แ€–แ€ผแ€…แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€˜แ€ฐแ€ธแ€œแ€ญแ€ฏแ€ท แ€‘แ€„แ€บแ€›แ€แ€ฌแ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ แ€•แ€ฏแ€ถแ€…แ€ถแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท แ€แ€€แ€šแ€ทแ€บ Magic Tool แ€•แ€ฒ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ข๐ฏ๐จ๐ญ
Table แ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€™แ€ผแ€ฑแ€ฌแ€€แ€บแ€™แ€ผแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€€แ€ญแ€ฏ Relationship แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแŠ Data Model แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€•แ€ผแ€ฎแ€ธ แ€กแ€œแ€ฝแ€”แ€บแ€€แ€ผแ€ฎแ€ธแ€™แ€ฌแ€ธแ€แ€ฒแ€ท Dataset แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ Analyze แ€œแ€ฏแ€•แ€บแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ แ€’แ€ซแ€ทแ€กแ€•แ€ผแ€„แ€บ แ€กแ€›แ€™แ€บแ€ธแ€กแ€…แ€ฝแ€™แ€บแ€ธแ€‘แ€€แ€บแ€แ€ฒแ€ท DAX Language แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ Pivot Table แ€™แ€พแ€ฌ แ€™แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท Business Analysis แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€†แ€„แ€ทแ€บแ€™แ€ผแ€„แ€ทแ€บแ€™แ€ผแ€„แ€ทแ€บ แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ทแ€กแ€แ€ฝแ€€แ€บ Raw Data แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Business Information แ€กแ€–แ€ผแ€…แ€บ แ€กแ€‘แ€ญแ€›แ€ฑแ€ฌแ€€แ€บแ€†แ€ฏแ€ถแ€ธ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€”แ€ญแ€ฏแ€บแ€„แ€บแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹ Power BI แ€›แ€ฒแ€ท แ€กแ€“แ€ญแ€€ Core Tool แ€แ€…แ€บแ€แ€ฏแ€œแ€ญแ€ฏแ€ท แ€†แ€ญแ€ฏแ€›แ€™แ€พแ€ฌแ€•แ€ซแ‹
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐ƒ๐ž๐ฌ๐ค๐ญ๐จ๐ฉ
Excel แ€™แ€พแ€ฌ BI Tools แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€แ€ฌแ€‘แ€€แ€บ แ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ฝแ€”แ€บแ€•แ€ผแ€ฎแ€ธ Function and Tools แ€™แ€ปแ€ฌแ€ธแ€œแ€ฒ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏแ€™แ€ปแ€ฌแ€ธแ€•แ€ผแ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹ แ€กแ€›แ€™แ€บแ€ธแ€€แ€ผแ€ฎแ€ธแ€™แ€ฌแ€ธแ€แ€ฒแ€ท แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€แ€ฒแ€ทแ€กแ€แ€ซ BI Desktop แ€Ÿแ€ฌ Excel แ€‘แ€€แ€บ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏ แ€€แ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ฝแ€”แ€บแ€•แ€ผแ€ฎแ€ธ Chart & Graph แ€™แ€ปแ€ฌแ€ธแ€Ÿแ€ฌแ€œแ€ฒ แ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏแ€กแ€…แ€ฝแ€™แ€บแ€ธแ€‘แ€€แ€บแ€•แ€ซแ€แ€šแ€บแ‹ แ€’แ€ซแ€ทแ€กแ€•แ€ผแ€„แ€บ Q & A Tool แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ แ€™แ€ญแ€™แ€ญแ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€›แ€ฒแ€ท Insight Information แ€€แ€ญแ€ฏ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ แ€›แ€šแ€ฐแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บแ‹
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐’๐ž๐ซ๐ฏ๐ข๐œ๐ž
Power BI Desktop แ€™แ€พแ€ฌ แ€›แ€ฑแ€ธแ€†แ€ฝแ€ฒแ€‘แ€ฌแ€ธแ€แ€ฒแ€ท Dashboard แ€™แ€ปแ€ฌแ€ธ แ€€แ€ญแ€ฏ Online แ€™แ€พแ€ฌ Publish แ€œแ€ฏแ€•แ€บแ€•แ€ผแ€ฎแ€ธ Organization แ€กแ€แ€ฝแ€„แ€บแ€ธ Sharing แ€œแ€ฏแ€•แ€บแ€–แ€ญแ€ฏแ€ท แ€–แ€ผแ€…แ€บแ€…แ€ฑแŠ Power BI Service Website แ€กแ€แ€ฝแ€„แ€บแ€ธแ€™แ€พแ€ฌแ€•แ€ฒ Data แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ Report & Dashboard แ€™แ€ปแ€ฌแ€ธ แ€กแ€–แ€ผแ€…แ€บ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒ แ€›แ€ฑแ€ธแ€†แ€ฝแ€ฒแ€•แ€ผแ€ฎแ€ธ Sharing แ€œแ€ฏแ€•แ€บแ€–แ€ญแ€ฏแ€ท แ€–แ€ผแ€…แ€บแ€…แ€ฑ Power BI Service แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹ โ€œGet Quick Insightโ€ Tool แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ แ€™แ€ญแ€™แ€ญแ€’แ€ฑแ€แ€ฌแ€›แ€ฒแ€ท Insight Information แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Chart & Graph แ€™แ€ปแ€ฌแ€ธแ€กแ€–แ€ผแ€…แ€บแ€กแ€œแ€ญแ€ฏแ€กแ€œแ€ปแ€ฑแ€ฌแ€€แ€บ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€•แ€ผแ€ฎแ€ธ Report แ€‘แ€ฏแ€แ€บแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€žแ€ฑแ€ธแ€แ€šแ€บแ‹
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ Syllabus แ€€แ€ญแ€ฏแ€แ€ฑแ€ฌแ€ท แ€กแ€ฑแ€ฌแ€€แ€บแ€™แ€พแ€ฌ แ€†แ€€แ€บแ€œแ€€แ€บ แ€–แ€ฑแ€ฌแ€บแ€•แ€ผแ€•แ€ฑแ€ธแ€‘แ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ..
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ฎ๐ž๐ซ๐ฒ
1. Activating Power Query & Understanding Power Query Editor
2. Importing Data from Multiple Data Source
- From Websites, Text Files, CSV Files, Excel, Folder, etc.
3. Handling Data Types and Cleaning Unnecessary Data
- Transforming Text, Number and Date
- Handling Rows ( Filtering Row, Remove Top or Bottom rows, Setting as Header Rows, etc )
- Handling Columns ( Splitting Columns to Extract the required text, Merging Columns to combine as a single Column )
- Remove Duplicate and Errors
- Replace & Fill
- Sorting
- Editing Query in Formula Bar
4. Appending and Merging Queries
- Appending Table from Same Excel File
- Appending, Duplicating and Referencing Multiple Queries
- Merging by Multiple/Cross JOINS
5. Data Transformation
- Pivoting & Unpivoting
- Group by Function
- Transposing
6. Adding Calculated Columns
- Add Columns from Examples
- Adding Conditional Columns
- Adding Custom Calculated Columns
- Adding Index Columns
7. Loading Query Data and Refreshing
- Understanding the Multiple Loading Options
- Customizing Refreshing Setting
8. M Language
- Understanding M language Pattern
- Editing and Writing M in Advanced Editor
- If and Nested If function
- Using If & And / If & Or
- Text Functions
- Date Functions
- Error Trapping
- Writing M in Notepad++
9. Power Query Objects
- List Object and List Functions
- Record Object and Record Function
- Table Object & Table Function
- Other Objects & Useful Function
10. Parameter Tables and Custom Function
- Parameter Tables for Filtering
- Scrape Data from Multiple Web Pages
- Dynamic Folder Paths and File Paths
- Formula Firewall Errors
- Managing Parameters
11. Case Studies
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ข๐ฏ๐จ๐ญ
1. Essential Background Concepts
- Pivot Tables in Excel 2013
- Understanding PowerPivot Window
- Developing Relationships between Data Tables
- Loading Data into PowerPivot from Multiple Sources
2. Data Modelling
- Understanding Data Modelling
- Hierarchy and Perspective
- Normalization and Denormalization
- Star Schemas
- Over Denormalization
3. Overview of DAX Functions
- DAX Data Types & Operators
- Calculated Column and Calculated Field ( Measures )
- Variables
- Handling Errors in DAX
4. Common DAX functions
- Mathematical functions ( SUM, AVERAGE, COUNT, COUTNROWS, DISTINCOUNT etc. )
- Logical functions ( IF, AND, OR, NOT, SWITCH )
- Information functions ( ISBLANK, ISERROR, ISLOGICAL, ISNONTEXT, ISNUMBER, and ISTEXT )
- Relational functions ( RELATED , RELATEDTABLE )
- Iterator functions ( SUMX, AVERAGEX, RANKX , etc. )
5. Understanding Evaluation Contexts
- Row Context
- Filter Context
- Context Transition
- Evaluation Contexts and Relationship
- EARLIER, ISFILTERED, ISCROSSFILTERED
6. Table Functions
- ALL, ALLEXCEPT, ALLSELECTED, FILTER, VALUES, DISTINCT, EVALUATE, ADDCOULUMNS, SELECTCOLUMNS, TOPN
7. CALCULATE & CALCULATETABLE
- A variety of Case studies
8. Time Intelligence Functions
- DATESMTD, DATESQTD, DATESYTD
- DATESBETWEEN, DATESINPERIOD
- PREVIOUSDAY, PREVIOUSMONTH, PREVIOUSQUARTER, PREVIOUSYEAR
- PARALLELPERIOD, SAMEPERIODLASTYEAR, DATEADD
- CLOSINGBALANCEMONTH, CLOSINGBALANCEQUARTER, CLOSINGBALANCEYEAR
- FIRSTDATE, LASTDATE
- TOTALMTD, TOTALQTD, TOTALYTD
9. Case Studies
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐ƒ๐ž๐ฌ๐ค๐ญ๐จ๐ฉ
- Importing Data into Power BI Desktop
- Applying the previous learnt ( Power Query & Power Pivot ) techniques in BI Desktop
- Data Modelling
- Quck Dax measures
- Writing Complex DAX Formulas for in-depth business insight and developing charts with those formulas
- Q & A features in depth
- Advanced Tooltip features
- Using Bookmarks efficiently
- Customizing as professional charts and Developing Interactive Reports
- Publishing the report to the Power BI Services
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐’๐ž๐ซ๐ฏ๐ข๐œ๐ž
- Importing Data into Power BI Services
- Understanding Working Environment and tools
- Understanding the differences Report vs Dashboards, Dataset vs Workbook
- Creating Report and Dashboard in Power BI Service
- Generating Data Insights
- Understanding Admin Portal
- Publishing to Web
- Sharing Report & Dashboard ( inside organizations and/or outside of the organization )
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€กแ€”แ€ฑแ€”แ€ฒแ€ท แ€กแ€แ€”แ€บแ€ธแ€•แ€ฏแ€ถแ€™แ€พแ€”แ€บ แ€แ€€แ€บแ€•แ€ผแ€ฎแ€ธ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€ฌแ€แ€ฝแ€ฑ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€œแ€ฑแ€ทแ€€แ€ปแ€„แ€ทแ€บแ€›แ€„แ€บ แ€แ€€แ€šแ€ทแ€บ Professional แ€แ€…แ€บแ€šแ€ฑแ€ฌแ€€แ€บแ€–แ€ผแ€…แ€บแ€œแ€ฌแ€–แ€ญแ€ฏแ€ท แ€œแ€ฏแ€ถแ€ธแ€ แ€กแ€ฌแ€™แ€แ€ถแ€•แ€ซแ€แ€šแ€บ..แ‹
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€™แ€ปแ€ฌแ€ธแ€›แ€ฒแ€ท แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ท แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บแ€€ แ€กแ€แ€€แ€บแ€กแ€แ€ฒแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏแ€œแ€ฒ แ€กแ€แ€™แ€ฒแ€ท แ€€แ€ฐแ€Šแ€ฎ แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€•แ€ฑแ€ธแ€แ€ฒแ€ทแ€กแ€แ€ฝแ€€แ€บ แ€กแ€ฌแ€ธแ€™แ€”แ€ฌแ€•แ€ฒ แ€…แ€ญแ€แ€บแ€€แ€ผแ€ญแ€ฏแ€€แ€บ แ€™แ€ฑแ€ธแ€™แ€ผแ€”แ€บแ€ธ แ€†แ€ฝแ€ฑแ€ธแ€”แ€ฝแ€ฑแ€ธ แ€œแ€ญแ€ฏแ€ทแ€›แ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...แ‹
Myanmar Excel Expert Team
Data Analytics & Data Science Training School
www.myanmarpowerbi.com

แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€งแ€•แ€ผแ€ฎแ€œ แ€กแ€แ€ฝแ€„แ€บแ€ธแ€™แ€พแ€ฌ ๐๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ แ€”แ€พแ€„แ€ทแ€บ ๐‚๐จ๐ฆ๐ฉ๐ซ๐ž๐ก๐ž๐ง๐ฌ๐ข๐ฏ๐ž ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Online แ€กแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ แ€–แ€ฝแ€„...
21/03/2026

แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€งแ€•แ€ผแ€ฎแ€œ แ€กแ€แ€ฝแ€„แ€บแ€ธแ€™แ€พแ€ฌ ๐๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ แ€”แ€พแ€„แ€ทแ€บ ๐‚๐จ๐ฆ๐ฉ๐ซ๐ž๐ก๐ž๐ง๐ฌ๐ข๐ฏ๐ž ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Online แ€กแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ แ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€žแ€ฝแ€ฌแ€ธแ€™แ€พแ€ฌแ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...

แ€œแ€ฑแ€ทแ€œแ€ฌแ€žแ€„แ€บแ€šแ€ฐแ€™แ€พแ€ฏแ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ แ€กแ€†แ€„แ€บแ€•แ€ผแ€ฑแ€†แ€ฏแ€ถแ€ธแ€–แ€ผแ€…แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€กแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแ€†แ€ฏแ€ถแ€ธ แ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€‘แ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€™แ€ปแ€ฌแ€ธแ€›แ€ฒแ€ท แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บ แ€กแ€แ€€แ€บแ€กแ€แ€ฒแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏแ€œแ€Šแ€บแ€ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€แ€ฒแ€ท แ€†แ€›แ€ฌแ€”แ€ฒแ€ท แ€แ€…แ€บแ€แ€ซแ€แ€Šแ€บแ€ธ แ€†แ€ฝแ€ฑแ€ธแ€”แ€ฝแ€ฑแ€ธแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บแ€แ€„แ€บแ€—แ€ปแ€ฌโ€ฆ

แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€แ€ปแ€€แ€บแ€กแ€œแ€€แ€บแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€ฆแ€ธแ€…แ€ฝแ€ฌแ€–แ€ฑแ€ฌแ€บแ€•แ€ผแ€‘แ€ฌแ€ธแ€•แ€ผแ€ฎแ€ธ แ€žแ€„แ€บแ€›แ€ญแ€ฏแ€ธแ€Šแ€ฝแ€พแ€”แ€บแ€ธแ€แ€™แ€บแ€ธ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€€แ€ญแ€ฏ แ€กแ€ฑแ€ฌแ€€แ€บแ€™แ€พแ€ฌ แ€–แ€ฑแ€ฌแ€บแ€บแ€•แ€ผแ€•แ€ฑแ€ธแ€‘แ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...แ‹

๐Ÿ”ท ๐๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐Ÿ”ท

Online แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€แ€ปแ€ญแ€”แ€บ
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แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€แ€ปแ€ญแ€”แ€บ - แ„แ€ แ€”แ€ฌแ€›แ€ฎ
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ผแ€ฑแ€ธ - แแ…แ€,แ€แ€แ€ แ€€แ€ปแ€•แ€บ

แ€…แ€แ€„แ€บแ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€™แ€Šแ€ทแ€บแ€›แ€€แ€บ - แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€งแ€•แ€ผแ€ฎแ€œ แ† แ€›แ€€แ€บ
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บแ€”แ€ฑแ€ท แ€”แ€พแ€„แ€ทแ€บแ€กแ€แ€ปแ€ญแ€”แ€บ - แ€กแ€•แ€แ€บแ€…แ€‰แ€บ แ€แ€”แ€„แ€บแ€นแ€œแ€ฌแ€”แ€ฑแ€ท แ€™แ€พ แ€žแ€ฑแ€ฌแ€€แ€ผแ€ฌ แ€”แ€ฑแ€ทแŠ แ€Š แ‡:แ€แ€ แ€”แ€ฌแ€›แ€ฎแ€™แ€พ แ‰แ€ธแ€แ€ แ€”แ€ฌแ€›แ€ฎแ€กแ€‘แ€ญ
แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€€แ€ผแ€ฌแ€™แ€ผแ€„แ€ทแ€บแ€™แ€Šแ€ทแ€บแ€€แ€ฌแ€œ - (แ„) แ€•แ€แ€บ
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๐Ÿ”ท ๐Ÿ”ท ๐‚๐จ๐ฆ๐ฉ๐ซ๐ž๐ก๐ž๐ง๐ฌ๐ข๐ฏ๐ž ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ( Big Data Analysis and Reporting with Power BI ) ๐Ÿ”ท ๐Ÿ”ท

Online แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€แ€ปแ€ญแ€”แ€บ
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แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€แ€ปแ€ญแ€”แ€บ - แ„แ€ แ€”แ€ฌแ€›แ€ฎ
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ผแ€ฑแ€ธ - แ‚แ…แ€,แ€แ€แ€ แ€€แ€ปแ€•แ€บ

แ€…แ€แ€„แ€บแ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€™แ€Šแ€ทแ€บแ€›แ€€แ€บ - แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บ แ€งแ€•แ€ผแ€ฎแ€œ แ† แ€›แ€€แ€บ
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บแ€”แ€ฑแ€ท แ€”แ€พแ€„แ€ทแ€บแ€กแ€แ€ปแ€ญแ€”แ€บ - แ€กแ€•แ€แ€บแ€…แ€‰แ€บ แ€แ€”แ€„แ€บแ€นแ€œแ€ฌแ€”แ€ฑแ€ท แ€™แ€พ แ€žแ€ฑแ€ฌแ€€แ€ผแ€ฌ แ€”แ€ฑแ€ทแŠ แ€Š แ‡:แ€แ€ แ€”แ€ฌแ€›แ€ฎแ€™แ€พ แ‰แ€ธแ€แ€ แ€”แ€ฌแ€›แ€ฎแ€กแ€‘แ€ญ
แ€…แ€ฏแ€…แ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€€แ€ผแ€ฌแ€™แ€ผแ€„แ€ทแ€บแ€™แ€Šแ€ทแ€บแ€€แ€ฌแ€œ - (แ„) แ€•แ€แ€บ

โ˜Ž๏ธ แ€–แ€ฏแ€”แ€บแ€ธ - แ€แ‰ แ…แ€แƒ แ†แ‰แ€แแŠ แ€แ‰ แ„แ„แ‚ แ…แ…แ€ แ…แ‰แ† แ€แ€ญแ€ฏแ€ทแ€€แ€ญแ€ฏ แ€†แ€€แ€บแ€žแ€ฝแ€šแ€บแ€•แ€ผแ€ฎแ€ธ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€…แ€ฏแ€ถแ€…แ€™แ€บแ€ธ แ€™แ€ฑแ€ธแ€™แ€ผแ€”แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ

๐Ÿซ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€œแ€ญแ€•แ€บแ€…แ€ฌ
แ€กแ€™แ€พแ€แ€บ แ‰แ‰แŠ แ€กแ€ฑแ€ฌแ€„แ€บแ€™แ€ฌแ€ƒแ€œแ€™แ€บแ€ธแŠ แ‚แ‰ แ€›แ€•แ€บแ€€แ€ฝแ€€แ€บแŠ แ€™แ€ผแ€ฑแ€ฌแ€€แ€บแ€’แ€‚แ€ฏแ€ถแ€™แ€ผแ€ญแ€ฏแ€ทแ€”แ€šแ€บ

๐Ÿ”ท ๐Ÿ”ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€›แ€”แ€บ ๐Ÿ”ท ๐Ÿ”ท

แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€”แ€พแ€ถแ€›แ€”แ€บแ€กแ€แ€ฝแ€€แ€บ แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซ Bank Account แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€•แ€ผแ€ฎแ€ธแ€แ€ฑแ€ฌแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€”แ€พแ€ถแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
Account Name - Hnin Sandar
0623 01 999 2320 9101 (KBZ)
0072 6001 0000 7145 (CB)
200 1456 7761 ( AYA )
005 945 460 007 580 (Yoma)
09 5036 901 (KPay)
002 1010 2000 300 29 (A Bank)
แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€แ€ฒแ€ทแ€กแ€แ€ซ Description แ€”แ€ฑแ€›แ€ฌแ€™แ€พแ€ฌ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€™แ€Šแ€ทแ€บแ€žแ€ฐแ แ€กแ€™แ€Šแ€บแ€€แ€ญแ€ฏ แ€›แ€ฑแ€ธแ€‘แ€Šแ€ทแ€บแ€•แ€ฑแ€ธแ€…แ€ฑแ€แ€ปแ€„แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ แ‹
แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€•แ€ผแ€ฎแ€ธแ€•แ€ซแ€€แ€œแ€Šแ€บแ€ธ แ€กแ€™แ€Šแ€บแŠ แ€–แ€ฏแ€”แ€บแ€ธแ€”แ€ถแ€•แ€ซแ€แ€บแŠ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€œแ€ญแ€ฏแ€แ€ฒแ€ทแ€กแ€แ€”แ€บแ€ธแŠ แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒ แ€•แ€ผแ€ฑแ€…แ€ฌแ€€แ€ญแ€ฏ แ€“แ€ซแ€แ€บแ€•แ€ฏแ€ถ / Screenshot แ€›แ€ญแ€ฏแ€€แ€บแ€•แ€ผแ€ฎแ€ธ FB Messenger แ€™แ€พ แ€•แ€ฑแ€ธแ€•แ€ญแ€ฏแ€ทแ€•แ€ฑแ€ธแ€–แ€ญแ€ฏแ€ท แ€™แ€ฑแ€แ€นแ€แ€ฌแ€›แ€•แ€บแ€แ€ถแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ..

๐Ÿ”ท ๐Ÿ”ท แ€€แ€ปแ€ฑแ€ฌแ€„แ€บแ€ธแ€žแ€ฌแ€ธแ€Ÿแ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€•แ€ฏแ€ถ ๐Ÿ”ท ๐Ÿ”ท

MEET แ€™แ€พแ€ฌ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€แ€€แ€บแ€–แ€ฐแ€ธแ€แ€ฒแ€ทแ€€แ€ปแ€ฑแ€ฌแ€„แ€บแ€ธแ€žแ€ฌแ€ธแ€Ÿแ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ แ€กแ€œแ€ฌแ€ธแ€แ€ฐ แ€กแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธ แ€•แ€ผแ€”แ€บแ€แ€€แ€บแ€แ€ปแ€„แ€บแ€•แ€ซแ€€ Online แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€™แ€พแ€ฌ แ€†แ€€แ€บแ€œแ€€แ€บแ€กแ€แ€™แ€ฒแ€ท แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€™แ€พแ€ฌแ€–แ€ผแ€…แ€บแ€•แ€ผแ€ฎแ€ธ แ€”แ€ฑแ€›แ€ฌแ€กแ€แ€€แ€บแ€กแ€แ€ฒแ€™แ€ปแ€ฌแ€ธแ€€แ€ผแ€ฑแ€ฌแ€„แ€ทแ€บ แ€กแ€•แ€ผแ€„แ€บแ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€พแ€ฌแ€แ€ฑแ€ฌแ€ท แ€…แ€ฎแ€…แ€‰แ€บแ€™แ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€ฑแ€ธแ€แ€ฌ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€•แ€ฑแ€ธแ€…แ€ฑแ€แ€ปแ€„แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌโ€ฆแŠ
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€Ÿแ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€กแ€”แ€ฑแ€”แ€ฒแ€ท Online แ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€™แ€พแ€ฌ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€œแ€ญแ€ฏแ€•แ€ซแ€€ แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซแ€œแ€„แ€ทแ€บแ€แ€บแ€™แ€พแ€ฌ แ€งแ€•แ€ผแ€ฎแ€œ แ… แ€›แ€€แ€บแ€”แ€ฑแ€ท แ€”แ€ฑแ€ฌแ€€แ€บแ€†แ€ฏแ€ถแ€ธแ€‘แ€ฌแ€ธแ€…แ€ฌแ€›แ€„แ€บแ€ธแ€žแ€ฝแ€„แ€บแ€ธแ€•แ€ฑแ€ธแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌโ€ฆ

https://forms.gle/LYJR2EGwMd2cCkrc9

แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€†แ€ญแ€ฏแ€„แ€บแ€›แ€ฌ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บแ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บ แ€กแ€แ€ปแ€€แ€บแ€กแ€œแ€€แ€บแ€™แ€ปแ€ฌแ€ธ
๐ŸŸง ๐๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐„๐ฑ๐œ๐ž๐ฅ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐ŸŸง
Excel แ€€แ€ญแ€ฏ แ€กแ€แ€ผแ€ฑแ€แ€ถแ€กแ€†แ€„แ€ทแ€บ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ญแ€ฏแ€„แ€บแ€›แ€ฏแ€ถแ€”แ€ฒแ€ท แ€’แ€ฎแ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ญแ€ฏ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€•แ€ผแ€ฎแ€ธแ€†แ€ฏแ€ถแ€ธแ€แ€ฒแ€ทแ€กแ€แ€ซ แ€™แ€ญแ€™แ€ญแ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บแ€™แ€พ แ€•แ€ผแ€žแ€”แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€แ€€แ€บแ€กแ€แ€ฒแ€™แ€›แ€พแ€ญ แ€šแ€ฏแ€ถแ€€แ€ผแ€Šแ€บแ€™แ€พแ€ฏแ€กแ€•แ€ผแ€Šแ€ทแ€บแ€”แ€พแ€„แ€ทแ€บ แ€€แ€ญแ€ฏแ€šแ€บแ€แ€ญแ€ฏแ€„แ€บ แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€–แ€ญแ€ฏแ€ท แ€แ€ฌแ€แ€”แ€บแ€šแ€ฐแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...
แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€•แ€ผแ€žแ€”แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€›แ€”แ€บแ€กแ€แ€ฝแ€€แ€บ Excel Formula แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€œแ€ญแ€ฏแ€กแ€•แ€บแ€žแ€œแ€ญแ€ฏแ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บ แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€›แ€”แ€บแ€”แ€พแ€„แ€ทแ€บ Excel แ€›แ€ฒแ€ท แ€กแ€…แ€ฝแ€™แ€บแ€ธแ€‘แ€€แ€บ Tools & Features แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€€แ€ญแ€ฏแ€šแ€บแ€•แ€ญแ€ฏแ€„แ€บ แ€…แ€ญแ€แ€บแ€€แ€ฐแ€ธแ€…แ€ญแ€แ€บแ€žแ€”แ€บแ€ธแ€”แ€ฒแ€ท แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธ แ€”แ€ญแ€ฏแ€„แ€บแ€…แ€ฑแ€›แ€”แ€บ แ€กแ€ฌแ€™แ€แ€ถ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€แ€ฒแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
โœ…แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บ แ€žแ€„แ€บแ€›แ€ญแ€ฏแ€ธแ€Šแ€ฝแ€พแ€”แ€บแ€ธแ€แ€™แ€บแ€ธ แ€กแ€€แ€ปแ€‰แ€บแ€ธ
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€™แ€ปแ€ฌแ€ธแ€กแ€ฌแ€ธแ€œแ€ฏแ€ถแ€ธแ€™แ€พ แ€กแ€แ€ผแ€ฑแ€แ€ถ แ€กแ€›แ€ฑแ€ธแ€€แ€ผแ€ฎแ€ธ Function แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€…แ€ฑแ€ทแ€…แ€•แ€บ แ€žแ€ฑแ€แ€ปแ€ฌแ€…แ€ฝแ€ฌ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€žแ€Šแ€บแ€™แ€พแ€ฌ แ€žแ€ฑแ€แ€ปแ€ฌแ€…แ€ฑแ€–แ€ญแ€ฏแ€ท แ€กแ€แ€ฝแ€€แ€บ Data Filtering, Advance Data Filtering, Find & Replace, Custom Sorting, Table Features & Functions แ€…แ€žแ€Šแ€ทแ€บ แ€กแ€แ€ผแ€ฑแ€แ€ถ Excel Features แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บแ‹
Formula แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€›แ€ฌแ€™แ€พแ€ฌ แ€กแ€แ€ผแ€ฑแ€แ€ถแ€€แ€…แ€œแ€ญแ€ฏแ€ท แ€…แ€”แ€…แ€บแ€€แ€ปแ€€แ€ปแ€”แ€ฒแ€ท แ€แ€ญแ€แ€ญแ€€แ€ปแ€€แ€ป แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€…แ€ฑแ€›แ€”แ€บแŠ Formula Syntax แ€”แ€พแ€„แ€ทแ€บ Argument แ€žแ€˜แ€ฑแ€ฌแ€แ€ฌแ€›แ€ฌแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€…แ€ฑแ€›แ€”แ€บแŠ แ€กแ€แ€ผแ€ฌแ€ธ Workbook, Worksheet แ€™แ€ปแ€ฌแ€ธแ€™แ€พ แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บ แ€แ€ฝแ€€แ€บแ€แ€ปแ€€แ€บแ€”แ€ญแ€ฏแ€บแ€„แ€บแ€…แ€ฑแ€›แ€”แ€บ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹ Cell References แ€กแ€™แ€ปแ€ญแ€ฏแ€ธแ€™แ€ปแ€ญแ€ฏแ€ธแ€€แ€ญแ€ฏแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฎแ€ธ Formula แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏแ€‘แ€ญแ€›แ€ฑแ€ฌแ€€แ€บแ€…แ€ฝแ€ฌ แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€–แ€ญแ€ฏแ€ท แ€ฆแ€ธแ€…แ€ฌแ€ธแ€•แ€ฑแ€ธแ€žแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
แ€กแ€แ€ผแ€ฑแ€แ€ถ แ€žแ€„แ€บแ€นแ€แ€ปแ€ฌแ€แ€ฝแ€€แ€บแ€แ€ปแ€€แ€บแ€™แ€พแ€ฏแ€™แ€ปแ€ฌแ€ธแ€™แ€พ แ€…แ€แ€„แ€บแ€•แ€ผแ€ฎแ€ธ แ€กแ€žแ€ฏแ€ถแ€ธแ€™แ€ปแ€ฌแ€ธแ€žแ€Šแ€ทแ€บ Maths & Statistics Functions แ€™แ€ปแ€ฌแ€ธแŠ Logical Function แ€™แ€ปแ€ฌแ€ธแ€–แ€ผแ€…แ€บแ€แ€ฒแ€ท IF , AND, OR, NOT แ€แ€ญแ€ฏแ€ทแ€€แ€ญแ€ฏ แ€กแ€‘แ€ญแ€›แ€ฑแ€ฌแ€€แ€บแ€†แ€ฏแ€ถแ€ธแ€–แ€ผแ€…แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€แ€ฝแ€ฒแ€…แ€•แ€บแ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€Šแ€บแ€ธแ€™แ€ปแ€ฌแ€ธแŠ VLOOKUP, INDEX แ€€แ€ฒแ€ทแ€žแ€ญแ€ฏแ€ทแ€žแ€ฑแ€ฌ Lookup function แ€™แ€ปแ€ฌแ€ธแŠ Sumifs, Counifs แ€€แ€ฒแ€ทแ€žแ€ญแ€ฏแ€ท แ€žแ€ฑแ€ฌ Conditional Calculation Function แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€แ€€แ€šแ€ทแ€บแ€€แ€ญแ€ฏ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บแ€”แ€ฒแ€ท แ€แ€ญแ€แ€ญแ€€แ€ปแ€€แ€ป แ€žแ€ฑแ€žแ€ฑแ€แ€ปแ€ฌแ€แ€ปแ€ฌ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€žแ€Šแ€บ แ€กแ€‘แ€ญ แ€žแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
Source แ€กแ€žแ€ฎแ€ธแ€žแ€ฎแ€ธแ€™แ€พ Data แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Pivot Table แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ Data Analysis แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€แ€ผแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแŠ Excel 2013 แ€™แ€พ แ€…แ€แ€„แ€บแ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€Šแ€ทแ€บ Data Modelling feature แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ Relationship แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแ€€แ€ฌ Analysis แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€”แ€Šแ€บแ€ธแ€™แ€ปแ€ฌแ€ธแŠ แ€›แ€›แ€พแ€ญแ€œแ€ฌแ€žแ€Šแ€ทแ€บ Analyzed Results แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Effective Charts & Graphs แ€™แ€ปแ€ฌแ€ธ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ Dashboard แ€›แ€ฑแ€ธแ€†แ€ฝแ€ฒแ€แ€ผแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€žแ€Šแ€บแ€กแ€‘แ€ญ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ Advanced Data Analysis แ€”แ€ฒแ€ท Advanced Dashboard Developing แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€‘แ€ฐแ€ธแ€•แ€ผแ€ฏ แ€œแ€ฑแ€ทแ€œแ€ฌแ€€แ€ผแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บโ€ฆแ‹
Text Formula แ€™แ€ปแ€ฌแ€ธแ€กแ€ฌแ€ธ Advanced Level แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ แ€žแ€ฑแ€ฌแ€บแ€œแ€Šแ€บแ€ธแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแŠ Text to Column Feature แ€กแ€ฌแ€ธ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ แ€žแ€ฑแ€ฌแ€บแ€œแ€Šแ€บแ€ธแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแŠ Flash Fill Function แ€กแ€ฌแ€ธ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ แ€žแ€ฑแ€ฌแ€บแ€œแ€Šแ€บแ€ธแ€€แ€ฑแ€ฌแ€„แ€บแ€ธ Text String แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€œแ€ญแ€ฏแ€กแ€•แ€บแ€žแ€œแ€ญแ€ฏ แ€‘แ€ฏแ€แ€บแ€”แ€พแ€ฏแ€แ€บ แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บ แ€แ€ฝแ€€แ€บแ€แ€ปแ€€แ€บแ€”แ€Šแ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€ฅแ€•แ€™แ€ฌแ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€”แ€ฒแ€ท แ€œแ€ฑแ€ทแ€œแ€ฌแ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
Date & Time Format แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Excel แ€™แ€พ แ€€แ€ญแ€ฏแ€„แ€บแ€แ€ฝแ€šแ€บแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€•แ€ฏแ€ถ แ€”แ€Šแ€บแ€ธแ€…แ€”แ€…แ€บแ€™แ€ปแ€ฌแ€ธแ€”แ€พแ€„แ€ทแ€บ แ€™แ€žแ€ญแ€™แ€–แ€ผแ€…แ€บ แ€žแ€ญแ€›แ€™แ€Šแ€ทแ€บ Date & Time Formula แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€”แ€Šแ€บแ€ธแ€…แ€”แ€…แ€บแ€แ€€แ€ป แ€œแ€ฑแ€ทแ€œแ€ฌแ€€แ€ผแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
Formula แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Advanced Level แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€ญแ€ฏแ€บแ€„แ€บแ€žแ€Šแ€บแ€กแ€‘แ€ญ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€แ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹ แ€กแ€แ€ผแ€ฑแ€กแ€”แ€ฑแ€กแ€™แ€ปแ€ญแ€ฐแ€ธแ€™แ€ปแ€ญแ€ฐแ€ธแ€กแ€แ€ฝแ€€แ€บ Advanced Lookup Formula แ€™แ€ปแ€ฌแ€ธ แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ผแ€ฎแ€ธ แ€žแ€ฌแ€™แ€”แ€บ Formula แ€™แ€ปแ€ฌแ€ธแ€”แ€พแ€„แ€ทแ€บ แ€™แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€Šแ€ทแ€บแ€กแ€แ€ซแ€™แ€ปแ€ญแ€ฏแ€ธแ€™แ€พแ€ฌ Advanced Array Formula แ€™แ€ปแ€ฌแ€ธ แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€•แ€ผแ€ฎแ€ธ แ€•แ€ผแ€žแ€”แ€ฌ แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€šแ€ฏแ€ถแ€€แ€ผแ€Šแ€บแ€™แ€พแ€ฐ แ€›แ€พแ€ญแ€›แ€พแ€ญแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€žแ€„แ€บแ€•แ€ฑแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹
Conditional Formatting, Data Validation แ€€แ€ฒแ€ทแ€žแ€ญแ€ฏแ€ทแ€žแ€ฑแ€ฌ แ€กแ€›แ€™แ€บแ€ธแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแ€แ€ฒแ€ท Built in Function แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€…แ€”แ€…แ€บแ€แ€€แ€ป แ€กแ€แ€ผแ€ฑแ€แ€ถแ€™แ€พแ€…แ€•แ€ผแ€ฎแ€ธ แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ท แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€Šแ€บแ€กแ€‘แ€ญ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹ แ€’แ€ซแ€ทแ€กแ€•แ€ผแ€„แ€บ Excel แ€€ แ€•แ€ฑแ€ธแ€‘แ€ฌแ€ธแ€แ€ฒแ€ท Limit แ€‘แ€€แ€บ แ€€แ€ปแ€ฑแ€ฌแ€บแ€œแ€ฝแ€”แ€บแ€•แ€ผแ€ฎแ€ธ Conditional Formatting แ€”แ€ฒแ€ท Data Validation แ€แ€ญแ€ฏแ€ทแ€€แ€ญแ€ฏ แ€€แ€ญแ€ฏแ€šแ€บแ€•แ€ญแ€ฏแ€„แ€บ Formula แ€แ€ฝแ€ฑแ€”แ€ฒแ€ท Customize แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€”แ€Šแ€บแ€ธแ€แ€ฝแ€ฑ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..
Freeze Panes, Subtotal, 3D Formulas, Excel Camera, Speak Out Functions, Worksheet & Workbook Protection by Password แ€…แ€žแ€Šแ€บ แ€…แ€žแ€Šแ€บแ€–แ€ผแ€„แ€ทแ€บ แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ทแ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ป Essential Tips and Tricks แ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€€แ€ญแ€ฏ แ€œแ€ฒ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€™แ€พแ€ฌแ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
แ€…แ€žแ€–แ€ผแ€„แ€ทแ€บ แ€…แ€žแ€–แ€ผแ€„แ€ทแ€บ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€แ€ฒแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€ฌแ€แ€ฝแ€ฑแ€€ แ€กแ€›แ€™แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€กแ€”แ€ฑแ€”แ€ฒแ€ท แ€กแ€แ€”แ€บแ€ธแ€•แ€ฏแ€ถแ€™แ€พแ€”แ€บ แ€แ€€แ€บแ€•แ€ผแ€ฎแ€ธ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€ฌแ€แ€ฝแ€ฑ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€œแ€ฑแ€ทแ€€แ€ปแ€„แ€ทแ€บแ€›แ€„แ€บ แ€แ€€แ€šแ€ทแ€บ Excel Professional แ€แ€…แ€บแ€šแ€ฑแ€ฌแ€€แ€บแ€–แ€ผแ€…แ€บแ€œแ€ฌแ€–แ€ญแ€ฏแ€ท แ€œแ€ฏแ€ถแ€ธแ€ แ€กแ€ฌแ€™แ€แ€ถแ€•แ€ซแ€แ€šแ€บ..แ‹
๐ŸŸง ๐‚๐จ๐ฆ๐ฉ๐ซ๐ž๐ก๐ž๐ง๐ฌ๐ข๐ฏ๐ž ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐ŸŸง
โžก๏ธ Microsoft Excel แ€”แ€พแ€„แ€ทแ€บ Business Analysis / Big Data Analysis แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€”แ€ฑแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ แ€กแ€‘แ€ฐแ€ธแ€žแ€„แ€ทแ€บแ€œแ€ปแ€ฑแ€ฌแ€บแ€žแ€Šแ€ทแ€บ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..
แ€‘แ€ญแ€ฏแ€ทแ€‘แ€€แ€บแ€•แ€ญแ€ฏแ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ แ€†แ€ญแ€ฏแ€›แ€žแ€ฑแ€ฌแ€บ
โžก๏ธ Excel แ€€แ€ญแ€ฏ Advanced Level แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ผแ€ฎแ€ธ Data Analysis แ€กแ€แ€ฝแ€€แ€บ แ€กแ€†แ€„แ€ทแ€บแ€™แ€ผแ€„แ€ทแ€บ แ€•แ€Šแ€ฌแ€›แ€•แ€บแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€†แ€€แ€บแ€œแ€€แ€ทแ€บแ€œแ€ฑแ€ทแ€œแ€ฌแ€œแ€ญแ€ฏแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธ
โžก๏ธ Source แ€กแ€žแ€ฎแ€ธแ€žแ€ฎแ€ธแ€™แ€พ แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€แ€ฒแ€›แ€ฌแ€แ€ฒแ€†แ€…แ€บ แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแ€•แ€ผแ€ฎแ€ธ Analyze แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€”แ€ฑแ€›แ€žแ€ฐแ€™แ€ปแ€ฌแ€ธAnalyze แ€œแ€ฏแ€•แ€บแ€œแ€ญแ€ฏแ€ทแ€›แ€แ€ฒแ€ท Format แ€–แ€ผแ€…แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€”แ€ฌแ€›แ€ฎแ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ แ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€”แ€ฑแ€›แ€žแ€ฐแ€™แ€ปแ€ฌแ€ธ
โžก๏ธ File Size แ€€แ€ผแ€ฎแ€ธแ€แ€ฒแ€ทแ€กแ€แ€ฝแ€€แ€บ Analyze แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€›แ€ฌแ€™แ€พแ€ฌ แ€แ€€แ€บแ€แ€ฒแ€”แ€ฑแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธแŠ
โžก๏ธ Pivot Table แ แ€€แ€”แ€ทแ€บแ€žแ€แ€บแ€แ€ปแ€€แ€บแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€€แ€ปแ€ฑแ€ฌแ€บแ€œแ€ฝแ€”แ€บแ€•แ€ผแ€ฎแ€ธ แ€กแ€แ€ฌแ€ธแ€กแ€†แ€ฎแ€ธแ€™แ€›แ€พแ€ญ แ€œแ€ญแ€ฏแ€žแ€œแ€ญแ€ฏ Analysis แ€•แ€ผแ€ฏแ€œแ€ฏแ€•แ€บแ€œแ€ญแ€ฏแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธ
โžก๏ธ Analysis Result แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Powerful Report & Dashboard แ€™แ€ปแ€ฌแ€ธแ€กแ€–แ€ผแ€…แ€บแ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€•แ€ผแ€ฎแ€ธ Business Decision Making Processes แ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€œแ€ญแ€ฏแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธ แ€กแ€แ€ฝแ€€แ€บ แ€กแ€‘แ€ฐแ€ธ แ€žแ€„แ€ทแ€บแ€œแ€ปแ€ฑแ€ฌแ€บแ€žแ€Šแ€ทแ€บ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..
แ€’แ€ฎแ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€™แ€พแ€ฌ Sources แ€กแ€žแ€ฎแ€ธแ€žแ€ฎแ€ธแ€™แ€พแ€ฌ แ€•แ€ฏแ€ถแ€…แ€ถแ€กแ€™แ€ปแ€ญแ€ฏแ€ธแ€™แ€ปแ€ญแ€ฏแ€ธแ€”แ€ฒแ€ท แ€›แ€พแ€ญแ€”แ€ฑแ€แ€ฒแ€ท Raw Data แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแŠ แ€œแ€ญแ€ฏแ€กแ€•แ€บแ€žแ€œแ€ญแ€ฏ แ€•แ€ฏแ€ถแ€…แ€ถแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€•แ€ผแ€ฎแ€ธ Business Information แ€™แ€ปแ€ฌแ€ธแ€กแ€–แ€ผแ€…แ€บแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€€แ€ฌ Interactive Report & Dashboards แ€™แ€ปแ€ฌแ€ธ แ€›แ€ฑแ€ธแ€†แ€ฝแ€ฒแ€•แ€ผแ€ฎแ€ธ แ€™แ€ญแ€™แ€ญแ€›แ€ฒแ€ท แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บแ€กแ€แ€ฝแ€„แ€บแ€ธ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ Sharing แ€œแ€ฏแ€•แ€บแŠ แ€กแ€›แ€ฑแ€ธแ€€แ€ผแ€ฎแ€ธแ€แ€ฒแ€ท แ€†แ€ฏแ€ถแ€ธแ€–แ€ผแ€แ€บแ€แ€ปแ€€แ€บแ€แ€ฝแ€ฑ แ€แ€ปแ€™แ€พแ€แ€บแ€–แ€ญแ€ฏแ€ท แ€€แ€ฐแ€Šแ€ฎแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท Power BI tools แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€•แ€ผแ€ฎแ€ธแ€•แ€ผแ€Šแ€ทแ€บแ€…แ€ฏแ€ถแ€…แ€ฝแ€ฌ แ€œแ€ฑแ€ทแ€œแ€ฌแ€€แ€ผแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€šแ€ทแ€บ BI Tools แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€€แ€ปแ€‰แ€บแ€ธแ€กแ€ฌแ€ธแ€–แ€ผแ€„แ€ทแ€บ แ€™แ€ญแ€แ€บแ€†แ€€แ€บแ€–แ€ฑแ€ฌแ€บแ€•แ€ผแ€•แ€ซแ€›แ€…แ€ฑ..แ‹
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ฎ๐ž๐ซ๐ฒ
Power Query แ€€แ€ญแ€ฏ Get & Transform แ€œแ€ญแ€ฏแ€ท แ€แ€ฑแ€ซแ€บแ€แ€ฑแ€ซแ€บแ€€แ€ผแ€•แ€ซแ€แ€šแ€บ..แŠ แ€”แ€ฌแ€™แ€Šแ€บแ€กแ€แ€ญแ€ฏแ€„แ€บแ€ธ Multiple Sources แ€€ แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บ แ€›แ€šแ€ฐแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€Šแ€ทแ€บแ€กแ€•แ€ผแ€„แ€บ แ€กแ€œแ€ญแ€ฏแ€กแ€œแ€ปแ€ฑแ€ฌแ€€แ€บ Refresh & Update แ€œแ€ฏแ€•แ€บแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
แ€•แ€ฏแ€ถแ€…แ€ถแ€กแ€™แ€ปแ€ญแ€ฏแ€ธแ€™แ€ปแ€ญแ€ฏแ€ธแ€”แ€ฒแ€ท แ€›แ€พแ€ญแ€”แ€ฑแ€แ€ฒแ€ท แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Analysis แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท Format แ€–แ€ผแ€…แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒ แ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ แ€™แ€–แ€ผแ€…แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€˜แ€ฐแ€ธแ€œแ€ญแ€ฏแ€ท แ€‘แ€„แ€บแ€›แ€แ€ฌแ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ แ€•แ€ฏแ€ถแ€…แ€ถแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท แ€แ€€แ€šแ€ทแ€บ Magic Tool แ€•แ€ฒ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ข๐ฏ๐จ๐ญ
Table แ€•แ€ฑแ€ซแ€„แ€บแ€ธ แ€™แ€ผแ€ฑแ€ฌแ€€แ€บแ€™แ€ผแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€€แ€ญแ€ฏ Relationship แ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแŠ Data Model แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€•แ€ผแ€ฎแ€ธ แ€กแ€œแ€ฝแ€”แ€บแ€€แ€ผแ€ฎแ€ธแ€™แ€ฌแ€ธแ€แ€ฒแ€ท Dataset แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ Analyze แ€œแ€ฏแ€•แ€บแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ แ€’แ€ซแ€ทแ€กแ€•แ€ผแ€„แ€บ แ€กแ€›แ€™แ€บแ€ธแ€กแ€…แ€ฝแ€™แ€บแ€ธแ€‘แ€€แ€บแ€แ€ฒแ€ท DAX Language แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ Pivot Table แ€™แ€พแ€ฌ แ€™แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท Business Analysis แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€†แ€„แ€ทแ€บแ€™แ€ผแ€„แ€ทแ€บแ€™แ€ผแ€„แ€ทแ€บ แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ทแ€กแ€แ€ฝแ€€แ€บ Raw Data แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Business Information แ€กแ€–แ€ผแ€…แ€บ แ€กแ€‘แ€ญแ€›แ€ฑแ€ฌแ€€แ€บแ€†แ€ฏแ€ถแ€ธ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€”แ€ญแ€ฏแ€บแ€„แ€บแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹ Power BI แ€›แ€ฒแ€ท แ€กแ€“แ€ญแ€€ Core Tool แ€แ€…แ€บแ€แ€ฏแ€œแ€ญแ€ฏแ€ท แ€†แ€ญแ€ฏแ€›แ€™แ€พแ€ฌแ€•แ€ซแ‹
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐ƒ๐ž๐ฌ๐ค๐ญ๐จ๐ฉ
Excel แ€™แ€พแ€ฌ BI Tools แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€แ€ฌแ€‘แ€€แ€บ แ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏแ€€แ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ฝแ€”แ€บแ€•แ€ผแ€ฎแ€ธ Function and Tools แ€™แ€ปแ€ฌแ€ธแ€œแ€ฒ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏแ€™แ€ปแ€ฌแ€ธแ€•แ€ผแ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ..แ‹ แ€กแ€›แ€™แ€บแ€ธแ€€แ€ผแ€ฎแ€ธแ€™แ€ฌแ€ธแ€แ€ฒแ€ท แ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€แ€ฒแ€ทแ€กแ€แ€ซ BI Desktop แ€Ÿแ€ฌ Excel แ€‘แ€€แ€บ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏ แ€€แ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ฝแ€”แ€บแ€•แ€ผแ€ฎแ€ธ Chart & Graph แ€™แ€ปแ€ฌแ€ธแ€Ÿแ€ฌแ€œแ€ฒ แ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌ แ€•แ€ญแ€ฏแ€™แ€ญแ€ฏแ€กแ€…แ€ฝแ€™แ€บแ€ธแ€‘แ€€แ€บแ€•แ€ซแ€แ€šแ€บแ‹ แ€’แ€ซแ€ทแ€กแ€•แ€ผแ€„แ€บ Q & A Tool แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ แ€™แ€ญแ€™แ€ญแ€’แ€ฑแ€แ€ฌแ€™แ€ปแ€ฌแ€ธแ€›แ€ฒแ€ท Insight Information แ€€แ€ญแ€ฏ แ€กแ€œแ€ฝแ€šแ€บแ€แ€€แ€ฐ แ€›แ€šแ€ฐแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บแ‹
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐’๐ž๐ซ๐ฏ๐ข๐œ๐ž
Power BI Desktop แ€™แ€พแ€ฌ แ€›แ€ฑแ€ธแ€†แ€ฝแ€ฒแ€‘แ€ฌแ€ธแ€แ€ฒแ€ท Dashboard แ€™แ€ปแ€ฌแ€ธ แ€€แ€ญแ€ฏ Online แ€™แ€พแ€ฌ Publish แ€œแ€ฏแ€•แ€บแ€•แ€ผแ€ฎแ€ธ Organization แ€กแ€แ€ฝแ€„แ€บแ€ธ Sharing แ€œแ€ฏแ€•แ€บแ€–แ€ญแ€ฏแ€ท แ€–แ€ผแ€…แ€บแ€…แ€ฑแŠ Power BI Service Website แ€กแ€แ€ฝแ€„แ€บแ€ธแ€™แ€พแ€ฌแ€•แ€ฒ Data แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ Report & Dashboard แ€™แ€ปแ€ฌแ€ธ แ€กแ€–แ€ผแ€…แ€บ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒ แ€›แ€ฑแ€ธแ€†แ€ฝแ€ฒแ€•แ€ผแ€ฎแ€ธ Sharing แ€œแ€ฏแ€•แ€บแ€–แ€ญแ€ฏแ€ท แ€–แ€ผแ€…แ€บแ€…แ€ฑ Power BI Service แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แ‹ โ€œGet Quick Insightโ€ Tool แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ แ€™แ€ญแ€™แ€ญแ€’แ€ฑแ€แ€ฌแ€›แ€ฒแ€ท Insight Information แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ Chart & Graph แ€™แ€ปแ€ฌแ€ธแ€กแ€–แ€ผแ€…แ€บแ€กแ€œแ€ญแ€ฏแ€กแ€œแ€ปแ€ฑแ€ฌแ€€แ€บ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€•แ€ผแ€ฎแ€ธ Report แ€‘แ€ฏแ€แ€บแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€žแ€ฑแ€ธแ€แ€šแ€บแ‹
แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บ แ€กแ€žแ€ฑแ€ธแ€…แ€ญแ€แ€บ Syllabus แ€€แ€ญแ€ฏแ€แ€ฑแ€ฌแ€ท แ€กแ€ฑแ€ฌแ€€แ€บแ€™แ€พแ€ฌ แ€†แ€€แ€บแ€œแ€€แ€บ แ€–แ€ฑแ€ฌแ€บแ€•แ€ผแ€•แ€ฑแ€ธแ€‘แ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ..
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ฎ๐ž๐ซ๐ฒ
1. Activating Power Query & Understanding Power Query Editor
2. Importing Data from Multiple Data Source
- From Websites, Text Files, CSV Files, Excel, Folder, etc.
3. Handling Data Types and Cleaning Unnecessary Data
- Transforming Text, Number and Date
- Handling Rows ( Filtering Row, Remove Top or Bottom rows, Setting as Header Rows, etc )
- Handling Columns ( Splitting Columns to Extract the required text, Merging Columns to combine as a single Column )
- Remove Duplicate and Errors
- Replace & Fill
- Sorting
- Editing Query in Formula Bar
4. Appending and Merging Queries
- Appending Table from Same Excel File
- Appending, Duplicating and Referencing Multiple Queries
- Merging by Multiple/Cross JOINS
5. Data Transformation
- Pivoting & Unpivoting
- Group by Function
- Transposing
6. Adding Calculated Columns
- Add Columns from Examples
- Adding Conditional Columns
- Adding Custom Calculated Columns
- Adding Index Columns
7. Loading Query Data and Refreshing
- Understanding the Multiple Loading Options
- Customizing Refreshing Setting
8. M Language
- Understanding M language Pattern
- Editing and Writing M in Advanced Editor
- If and Nested If function
- Using If & And / If & Or
- Text Functions
- Date Functions
- Error Trapping
- Writing M in Notepad++
9. Power Query Objects
- List Object and List Functions
- Record Object and Record Function
- Table Object & Table Function
- Other Objects & Useful Function
10. Parameter Tables and Custom Function
- Parameter Tables for Filtering
- Scrape Data from Multiple Web Pages
- Dynamic Folder Paths and File Paths
- Formula Firewall Errors
- Managing Parameters
11. Case Studies
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ข๐ฏ๐จ๐ญ
1. Essential Background Concepts
- Pivot Tables in Excel 2013
- Understanding PowerPivot Window
- Developing Relationships between Data Tables
- Loading Data into PowerPivot from Multiple Sources
2. Data Modelling
- Understanding Data Modelling
- Hierarchy and Perspective
- Normalization and Denormalization
- Star Schemas
- Over Denormalization
3. Overview of DAX Functions
- DAX Data Types & Operators
- Calculated Column and Calculated Field ( Measures )
- Variables
- Handling Errors in DAX
4. Common DAX functions
- Mathematical functions ( SUM, AVERAGE, COUNT, COUTNROWS, DISTINCOUNT etc. )
- Logical functions ( IF, AND, OR, NOT, SWITCH )
- Information functions ( ISBLANK, ISERROR, ISLOGICAL, ISNONTEXT, ISNUMBER, and ISTEXT )
- Relational functions ( RELATED , RELATEDTABLE )
- Iterator functions ( SUMX, AVERAGEX, RANKX , etc. )
5. Understanding Evaluation Contexts
- Row Context
- Filter Context
- Context Transition
- Evaluation Contexts and Relationship
- EARLIER, ISFILTERED, ISCROSSFILTERED
6. Table Functions
- ALL, ALLEXCEPT, ALLSELECTED, FILTER, VALUES, DISTINCT, EVALUATE, ADDCOULUMNS, SELECTCOLUMNS, TOPN
7. CALCULATE & CALCULATETABLE
- A variety of Case studies
8. Time Intelligence Functions
- DATESMTD, DATESQTD, DATESYTD
- DATESBETWEEN, DATESINPERIOD
- PREVIOUSDAY, PREVIOUSMONTH, PREVIOUSQUARTER, PREVIOUSYEAR
- PARALLELPERIOD, SAMEPERIODLASTYEAR, DATEADD
- CLOSINGBALANCEMONTH, CLOSINGBALANCEQUARTER, CLOSINGBALANCEYEAR
- FIRSTDATE, LASTDATE
- TOTALMTD, TOTALQTD, TOTALYTD
9. Case Studies
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐ƒ๐ž๐ฌ๐ค๐ญ๐จ๐ฉ
- Importing Data into Power BI Desktop
- Applying the previous learnt ( Power Query & Power Pivot ) techniques in BI Desktop
- Data Modelling
- Quck Dax measures
- Writing Complex DAX Formulas for in-depth business insight and developing charts with those formulas
- Q & A features in depth
- Advanced Tooltip features
- Using Bookmarks efficiently
- Customizing as professional charts and Developing Interactive Reports
- Publishing the report to the Power BI Services
โœ… ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐’๐ž๐ซ๐ฏ๐ข๐œ๐ž
- Importing Data into Power BI Services
- Understanding Working Environment and tools
- Understanding the differences Report vs Dashboards, Dataset vs Workbook
- Creating Report and Dashboard in Power BI Service
- Generating Data Insights
- Understanding Admin Portal
- Publishing to Web
- Sharing Report & Dashboard ( inside organizations and/or outside of the organization )
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€กแ€”แ€ฑแ€”แ€ฒแ€ท แ€กแ€แ€”แ€บแ€ธแ€•แ€ฏแ€ถแ€™แ€พแ€”แ€บ แ€แ€€แ€บแ€•แ€ผแ€ฎแ€ธ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€ฌแ€แ€ฝแ€ฑ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€œแ€ฑแ€ทแ€€แ€ปแ€„แ€ทแ€บแ€›แ€„แ€บ แ€แ€€แ€šแ€ทแ€บ Professional แ€แ€…แ€บแ€šแ€ฑแ€ฌแ€€แ€บแ€–แ€ผแ€…แ€บแ€œแ€ฌแ€–แ€ญแ€ฏแ€ท แ€œแ€ฏแ€ถแ€ธแ€ แ€กแ€ฌแ€™แ€แ€ถแ€•แ€ซแ€แ€šแ€บ..แ‹
แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€žแ€ฌแ€ธแ€™แ€ปแ€ฌแ€ธแ€›แ€ฒแ€ท แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ท แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บแ€€ แ€กแ€แ€€แ€บแ€กแ€แ€ฒแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏแ€œแ€ฒ แ€กแ€แ€™แ€ฒแ€ท แ€€แ€ฐแ€Šแ€ฎ แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€•แ€ฑแ€ธแ€แ€ฒแ€ทแ€กแ€แ€ฝแ€€แ€บ แ€กแ€ฌแ€ธแ€™แ€”แ€ฌแ€•แ€ฒ แ€…แ€ญแ€แ€บแ€€แ€ผแ€ญแ€ฏแ€€แ€บ แ€™แ€ฑแ€ธแ€™แ€ผแ€”แ€บแ€ธ แ€†แ€ฝแ€ฑแ€ธแ€”แ€ฝแ€ฑแ€ธ แ€œแ€ญแ€ฏแ€ทแ€›แ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...แ‹
Myanmar Excel Expert Team
Data Analytics & Data Science Training School
www.myanmarpowerbi.com

๐ŸŸง ๐€๐ˆ-๐๐จ๐ฐ๐ž๐ซ๐ž๐ ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ (๐’๐๐‹, ๐๐ฒ๐ญ๐ก๐จ๐ง, ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ) ๐ŸŸงโ—ผ๏ธ AI แ€›แ€ฒแ€ท แ€”แ€ฑแ€ทแ€…แ€‰แ€บแ€แ€ญแ€ฏแ€ธแ€แ€€แ€บแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€”แ€ฑแ€™แ€พแ€ฏแ€”แ€ฒแ€ทแ€กแ€แ€ฐ แ€€แ€ปแ€”แ€ฑแ€ฌแ€บแ€แ€ญแ€ฏแ€ทแ€›แ€ฒแ€ท...
25/02/2026

๐ŸŸง ๐€๐ˆ-๐๐จ๐ฐ๐ž๐ซ๐ž๐ ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ (๐’๐๐‹, ๐๐ฒ๐ญ๐ก๐จ๐ง, ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ) ๐ŸŸง

โ—ผ๏ธ AI แ€›แ€ฒแ€ท แ€”แ€ฑแ€ทแ€…แ€‰แ€บแ€แ€ญแ€ฏแ€ธแ€แ€€แ€บแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€”แ€ฑแ€™แ€พแ€ฏแ€”แ€ฒแ€ทแ€กแ€แ€ฐ แ€€แ€ปแ€”แ€ฑแ€ฌแ€บแ€แ€ญแ€ฏแ€ทแ€›แ€ฒแ€ท แ€กแ€œแ€ฏแ€•แ€บแ€œแ€ฏแ€•แ€บแ€€แ€ญแ€ฏแ€„แ€บแ€แ€ฒแ€ท แ€•แ€ฏแ€ถแ€…แ€ถแŠ แ€œแ€ฑแ€ทแ€œแ€ฌแ€žแ€„แ€บแ€šแ€ฐแ€›แ€แ€ฒแ€ท แ€•แ€ฏแ€ถแ€…แ€ถแ€แ€ฝแ€ฑแ€€แ€œแ€Šแ€บแ€ธ แ€™แ€–แ€ผแ€…แ€บแ€™แ€”แ€ฑ แ€œแ€ญแ€ฏแ€€แ€บแ€•แ€ซแ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€–แ€ญแ€ฏแ€ท แ€œแ€ญแ€ฏแ€กแ€•แ€บแ€œแ€ฌแ€•แ€ซแ€แ€šแ€บ...

โ—ผ๏ธ แ€œแ€ฝแ€”แ€บแ€แ€ฒแ€ทแ€แ€ฒแ€ท แ€แ€…แ€บแ€”แ€พแ€…แ€บแ€€ AI แ€”แ€ฒแ€ท แ€šแ€”แ€ฑแ€ท แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€”แ€ฑแ€แ€ฒแ€ท AI Model แ€แ€ฝแ€ฑแ€›แ€ฒแ€ท แ€…แ€ฝแ€™แ€บแ€ธแ€†แ€ฑแ€ฌแ€„แ€บแ€›แ€Šแ€บแ€Ÿแ€ฌ แ€กแ€แ€ฑแ€ฌแ€บแ€€แ€ฝแ€ฌแ€แ€ผแ€ฌแ€ธแ€œแ€ฌแ€แ€ฌ แ€žแ€แ€ญแ€‘แ€ฌแ€ธแ€™แ€ญแ€€แ€ผแ€™แ€šแ€บแ€‘แ€„แ€บแ€•แ€ซแ€แ€šแ€บ... แŠ แ€šแ€แ€„แ€บ AI Model แ€™แ€ปแ€ฌแ€ธแ€›แ€ฒแ€ท Code แ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€™แ€พแ€ฏแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€”แ€™แ€ฐแ€”แ€ฌแ€•แ€ฏแ€ถแ€…แ€ถ Prototype แ€กแ€–แ€ผแ€…แ€บแ€žแ€ฌ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€›แ€ฌแ€€แ€”แ€ฑ แ€šแ€แ€ฏแ€กแ€แ€ซ แ€แ€€แ€šแ€ทแ€บ Production Level แ€กแ€‘แ€ญ แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€œแ€ญแ€ฏแ€ท แ€›แ€”แ€ฑแ€•แ€ผแ€ฎ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..

Data Professional แ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บแ€œแ€Šแ€บแ€ธ

๐Ÿ”ธCode แ€€แ€ญแ€ฏ manual-only แ€›แ€ฑแ€ธแ€”แ€ฑแ€›แ€™แ€šแ€ทแ€บแ€กแ€แ€ปแ€ญแ€”แ€บแ€€แ€ญแ€ฏ แ€œแ€ปแ€พแ€ฑแ€ฌแ€ทแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€œแ€ฌแ€แ€ผแ€„แ€บแ€ธ

debugging / tuning / validation แ€€แ€ญแ€ฏ แ€•แ€ญแ€ฏแ€™แ€ผแ€”แ€บแ€…แ€ฑแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”ธ Reporting / monitoring / automation workflow แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€•แ€ญแ€ฏแ€…แ€”แ€…แ€บแ€แ€€แ€ป แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€œแ€ฌแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”ธ Analysis speed แ€แ€„แ€บแ€™แ€€แ€˜แ€ฒ decision quality แ€€แ€ญแ€ฏแ€•แ€ซ แ€™แ€ผแ€พแ€„แ€ทแ€บแ€แ€„แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€œแ€ฌแ€แ€ผแ€„แ€บแ€ธ แ€…แ€žแ€–แ€ผแ€„แ€บแ€ท แ€”แ€ฑแ€›แ€ฌแ€™แ€ปแ€ฌแ€ธแ€…แ€ฝแ€ฌแ€™แ€พแ€ฌ AI แ€€แ€ญแ€ฏ แ€‘แ€ญแ€›แ€ฑแ€ฌแ€€แ€บแ€…แ€ฝแ€ฌ แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€œแ€ฌแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ผแ€ฎ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ...

โ—ผ๏ธ Data Analyst แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ AI แ€€ แ€กแ€…แ€ฌแ€ธแ€‘แ€ญแ€ฏแ€ธแ€žแ€ฝแ€ฌแ€ธแ€™แ€พแ€ฌ แ€™แ€Ÿแ€ฏแ€แ€บแ€•แ€ฑแ€™แ€šแ€ทแ€บ AI แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€แ€ฒแ€ท Data Analyst แ€แ€ฝแ€ฑแ€€ AI แ€กแ€žแ€ฏแ€ถแ€ธแ€™แ€•แ€ผแ€ฏแ€แ€ฒแ€ท Data Analyst แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€กแ€…แ€ฌแ€ธแ€‘แ€ญแ€ฏแ€ธแ€žแ€ฝแ€ฌแ€ธแ€™แ€พแ€ฌ แ€กแ€žแ€ฑแ€แ€ปแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ...แŠ แ€’แ€ซแ€Ÿแ€ฌ แ€”แ€šแ€บแ€•แ€šแ€บแ€แ€ญแ€ฏแ€„แ€บแ€ธแ€กแ€แ€ฝแ€€แ€บ แ€กแ€แ€ฐแ€แ€ฐแ€•แ€ซแ€•แ€ฒ..

๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ

๐ŸŸง Program แ€›แ€ฒแ€ท แ€กแ€“แ€ญแ€€แ€›แ€Šแ€บแ€›แ€ฝแ€šแ€บแ€แ€ปแ€€แ€บ

แ€šแ€แ€ฏแ€–แ€ฝแ€„แ€ทแ€บแ€œแ€พแ€…แ€บแ€™แ€šแ€ทแ€บ แ€’แ€ฎ Program แ€™แ€พแ€ฌ AI แ€€แ€ญแ€ฏ โ€œแ€žแ€ฏแ€ถแ€ธแ€แ€แ€บแ€กแ€ฑแ€ฌแ€„แ€บโ€ แ€•แ€ฒ แ€žแ€„แ€บแ€•แ€ฑแ€ธแ€แ€ฌแ€™แ€Ÿแ€ฏแ€แ€บแ€˜แ€ฒโ€”

โœ… AI tools แ€€แ€ญแ€ฏ แ€™แ€พแ€”แ€บแ€€แ€”แ€บแ€แ€ฒแ€ทแ€”แ€ฑแ€›แ€ฌแ€™แ€พแ€ฌ แ€›แ€ฝแ€ฑแ€ธแ€แ€ปแ€šแ€บแ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€กแ€ฑแ€ฌแ€„แ€บ

โœ… AI generated output แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€…แ€…แ€บแ€†แ€ฑแ€ธแŠ แ€•แ€ผแ€„แ€บแ€†แ€„แ€บแŠ แ€แ€ญแ€ฏแ€ธแ€แ€€แ€บแ€–แ€ญแ€ฏแ€ทแ€กแ€แ€ฝแ€€แ€บ แ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€กแ€ฑแ€ฌแ€„แ€บ

โœ… แ€›แ€œแ€ฌแ€’แ€บแ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ business context แ€”แ€ฒแ€ท แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€•แ€ผแ€ฎแ€ธ แ€†แ€ฏแ€ถแ€ธแ€–แ€ผแ€แ€บแ€แ€ปแ€€แ€บแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€…แ€žแ€–แ€ผแ€„แ€ท

Data Analyst แ€แ€…แ€บแ€šแ€ฑแ€ฌแ€€แ€บแ€กแ€แ€ฝแ€€แ€บ แ€œแ€ญแ€ฏแ€กแ€•แ€บแ€แ€ฒแ€ท Practical AI-Enabled Workflow + Analyst Mindset แ€€แ€ญแ€ฏ แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€•แ€ฑแ€ธแ€–แ€ญแ€ฏแ€ท แ€›แ€Šแ€บแ€›แ€ฝแ€šแ€บแ€‘แ€ฌแ€ธแ€แ€ฒแ€ท Program แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บแ‹

๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ

๐ŸŸง ๐Ž๐ฎ๐ซ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ ๐’๐ญ๐ซ๐ฎ๐œ๐ญ๐ฎ๐ซ๐ž

แ€’แ€ฎ Program แ€€แ€ญแ€ฏ Phase (แ‚) แ€•แ€ญแ€ฏแ€„แ€บแ€ธ แ€แ€ฝแ€ฒแ€•แ€ผแ€ฎแ€ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ซแ€™แ€šแ€บแ‹

โ–ถ๏ธ ๐๐ก๐š๐ฌ๐ž ๐Ÿ โ€” ๐…๐จ๐ฎ๐ง๐๐š๐ญ๐ข๐จ๐ง ๐ฐ๐ข๐ญ๐ก ๐€๐ˆ (๐’๐๐‹, ๐๐ฒ๐ญ๐ก๐จ๐ง, ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ)

Phase โ€“ 1 แ€™แ€พแ€ฌ SQL, Python, Statistics แ€กแ€แ€ผแ€ฑแ€แ€ถแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€žแ€„แ€บแ€•แ€ฑแ€ธแ€›แ€ฏแ€ถแ€™แ€Ÿแ€ฏแ€แ€บแ€˜แ€ฒ
AI แ€€แ€ญแ€ฏ Data Analyst แ€แ€…แ€บแ€šแ€ฑแ€ฌแ€€แ€บแ€กแ€”แ€ฑแ€”แ€ฒแ€ท แ€˜แ€šแ€บแ€œแ€ญแ€ฏแ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€™แ€œแ€ฒ แ€†แ€ญแ€ฏแ€แ€ฌแ€€แ€ญแ€ฏแ€•แ€ซ แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซแ€กแ€แ€ญแ€ฏแ€„แ€บแ€ธ แ€…แ€”แ€…แ€บแ€แ€€แ€ป แ€œแ€ฑแ€ทแ€€แ€ปแ€„แ€ทแ€บแ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€•แ€ซแ€žแ€ฝแ€ฌแ€ธแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ...

๐Ÿ”ธ ๐’๐๐‹ ๐๐ฎ๐ž๐ซ๐ฒ ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ฆ๐ž๐ง๐ญ ๐ฐ๐ข๐ญ๐ก ๐€๐ˆ

Data schema แ€”แ€ฒแ€ท business question แ€•แ€ฑแ€ซแ€บแ€™แ€ฐแ€แ€Šแ€บแ€•แ€ผแ€ฎแ€ธ query แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€แ€ผแ€„แ€บแ€ธแŠ query logic แ€€แ€ญแ€ฏ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€กแ€ฑแ€ฌแ€„แ€บ breakdown แ€›แ€พแ€„แ€บแ€ธแ€•แ€ผแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”ธ ๐ƒ๐ž๐›๐ฎ๐ ๐ ๐ข๐ง๐  & ๐๐ฎ๐ž๐ซ๐ฒ ๐‘๐ž๐Ÿ๐ข๐ง๐ž๐ฆ๐ž๐ง๐ญ

SQL/Python errors แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€กแ€™แ€ผแ€”แ€บแ€›แ€พแ€ฌแ€–แ€ฝแ€ฑแ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€แ€ผแ€„แ€บแ€ธแŠ query quality แ€”แ€พแ€„แ€ทแ€บ performance แ€€แ€ญแ€ฏ step-by-step แ€แ€ญแ€ฏแ€ธแ€แ€€แ€บแ€กแ€ฑแ€ฌแ€„แ€บแ€œแ€ฏแ€•แ€บแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”ธ ๐๐ฒ๐ญ๐ก๐จ๐ง ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ ๐‚๐จ๐๐ข๐ง๐  ๐’๐ฎ๐ฉ๐ฉ๐จ๐ซ๐ญ

Data cleaning, transformation, EDA, reporting scripts แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ draft โ†’ review โ†’ refactor แ€œแ€ฏแ€•แ€บแ€•แ€ผแ€ฎแ€ธ analyst-friendly workflow แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”ธ ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ ๐Ÿ๐จ๐ซ ๐๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐ƒ๐ž๐œ๐ข๐ฌ๐ข๐จ๐ง-๐Œ๐š๐ค๐ข๐ง๐ 

Statistical concepts แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ theory-heavy แ€™แ€–แ€ผแ€…แ€บแ€˜แ€ฒ business use case แ€”แ€ฒแ€ทแ€แ€ปแ€ญแ€แ€บแ€†แ€€แ€บแ€•แ€ผแ€ฎแ€ธ แ€”แ€ฌแ€ธแ€œแ€Šแ€บแ€œแ€ฝแ€šแ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€œแ€ฑแ€ทแ€œแ€ฌแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”ธ ๐€๐ˆ-๐€๐ฌ๐ฌ๐ข๐ฌ๐ญ๐ž๐ ๐๐ซ๐š๐œ๐ญ๐ข๐œ๐ž & ๐‘๐ž๐ฏ๐ข๐ž๐ฐ ๐‹๐จ๐จ๐ฉ

แ€œแ€ฑแ€ทแ€€แ€ปแ€„แ€ทแ€บแ€แ€”แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ AI แ€”แ€ฒแ€ทแ€กแ€แ€ฐ แ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€•แ€ผแ€ฎแ€ธ solution quality, logic flow, common mistakes แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€•แ€ผแ€”แ€บแ€œแ€Šแ€บแ€žแ€ฏแ€ถแ€ธแ€žแ€•แ€บแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”ธ ๐๐ซ๐จ๐ฆ๐ฉ๐ญ๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ ๐–๐จ๐ซ๐ค

Data cleaning, EDA, chart interpretation, summary writing แ€…แ€แ€ฒแ€ท analyst tasks แ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ prompt design แ€€แ€ญแ€ฏ แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ทแ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€œแ€ฑแ€ทแ€€แ€ปแ€„แ€ทแ€บแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”ถ Phase 1 แ€กแ€แ€ฝแ€„แ€บแ€ธ แ€กแ€‘แ€ฐแ€ธแ€กแ€ฌแ€›แ€ฏแ€ถแ€…แ€ญแ€ฏแ€€แ€บแ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บ Analyst Mindset

แ€’แ€ฎ mindset แ€€แ€ญแ€ฏ Phase โ€“ 1 แ€€แ€”แ€ฑแ€…แ€•แ€ผแ€ฎแ€ธ แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€žแ€ฝแ€ฌแ€ธแ€™แ€พแ€ฌแ€–แ€ผแ€…แ€บแ€œแ€ญแ€ฏแ€ท Phase โ€“ 2 projects แ€แ€ฝแ€ฑแ€™แ€พแ€ฌ แ€•แ€ญแ€ฏแ€•แ€ผแ€ฎแ€ธ แ€‘แ€ญแ€›แ€ฑแ€ฌแ€€แ€บแ€…แ€ฝแ€ฌ แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บแ‹

๐ŸŸ ๐ŸŸ ๐ŸŸ 

โ–ถ๏ธ ๐๐ก๐š๐ฌ๐ž ๐Ÿ โ€” ๐‘๐ž๐š๐ฅ-๐–๐จ๐ซ๐ฅ๐ ๐๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ๐ฌ ๐ฐ๐ข๐ญ๐ก ๐€๐ˆ

Phase โ€“ 2 แ€™แ€พแ€ฌแ€แ€ฑแ€ฌแ€ท แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซ Real-World Business Analytics Projects แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ AI แ€€แ€ญแ€ฏ tool แ€กแ€”แ€ฑแ€”แ€ฒแ€ท แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€•แ€ผแ€ฎแ€ธ Project-based learning format แ€”แ€ฒแ€ท แ€œแ€ฑแ€ทแ€œแ€ฌแ€–แ€ผแ€ฑแ€›แ€พแ€„แ€บแ€ธแ€žแ€ฝแ€ฌแ€ธแ€•แ€ซแ€™แ€šแ€บแ‹

โœ… Revenue & KPI Intelligence (SQL โ†’ Power BI Integration)

โœ… Customer Lifecycle Analytics (Cohort, Retention, LTV)

โœ… Experimentation & A/B Testing (Statistical Decision Framework)

โœ… Customer Segmentation (Behavioral + ML-Enhanced)

โœ… Churn & Risk Prediction (Explainable Predictive Analytics)

โœ… Forecasting & Planning Analytics (Business Forecasting & Decision Support)

โœ… Voice of Customer Analytics (Structured + Unstructured Data Integration)

โœ… Bonus: AI Automated Reporting Project (n8n / Power Automate Alerts)

AI แ€€ code แ€›แ€ฑแ€ธแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บแ‹ แ€›แ€พแ€ฏแ€•แ€บแ€‘แ€ฝแ€ฑแ€ธแ€แ€ฒแ€ท concept แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€›แ€ญแ€ฏแ€ธแ€›แ€พแ€„แ€บแ€ธแ€กแ€ฑแ€ฌแ€„แ€บ แ€›แ€พแ€„แ€บแ€ธแ€•แ€ผแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บแ‹ Analysis idea แ€แ€ฝแ€ฑแŠ alternative approaches แ€แ€ฝแ€ฑแ€œแ€Šแ€บแ€ธ แ€แ€„แ€บแ€•แ€ผแ€•แ€ฑแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บแ‹

แ€’แ€ซแ€•แ€ฑแ€™แ€šแ€ทแ€บ แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ทแ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บแ€™แ€พแ€ฌ

โ—ผ๏ธ แ€˜แ€šแ€บ AI tool แ€€แ€ญแ€ฏ แ€˜แ€šแ€บแ€กแ€œแ€ฏแ€•แ€บแ€กแ€แ€ฝแ€€แ€บ แ€žแ€ฏแ€ถแ€ธแ€›แ€™แ€œแ€ฒ แ€†แ€ญแ€ฏแ€แ€ฌแ€€แ€ญแ€ฏ แ€™แ€พแ€”แ€บแ€€แ€”แ€บแ€…แ€ฝแ€ฌ แ€›แ€ฝแ€ฑแ€ธแ€แ€ปแ€šแ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

โ—ผ๏ธ AI output แ€€แ€ญแ€ฏ blind-trust แ€™แ€œแ€ฏแ€•แ€บแ€˜แ€ฒ logic, accuracy, assumptions แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€…แ€…แ€บแ€†แ€ฑแ€ธแ€•แ€ผแ€„แ€บแ€†แ€„แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

โ—ผ๏ธ แ€›แ€œแ€ฌแ€’แ€บแ€€แ€ญแ€ฏ business context แ€”แ€ฒแ€ท แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€•แ€ผแ€ฎแ€ธ actionable decision แ€กแ€–แ€ผแ€…แ€บ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ แ€…แ€แ€ฒแ€ท แ€กแ€แ€ปแ€€แ€บแ€แ€ฝแ€ฑแ€€ แ€€แ€ปแ€”แ€ฑแ€ฌแ€บแ€แ€ญแ€ฏแ€ท แ€กแ€แ€ฝแ€€แ€บ แ€กแ€“แ€ญแ€€ แ€€แ€ปแ€•แ€ซแ€แ€šแ€บ...

Phase 2 แ€™แ€พแ€ฌแ€แ€ฑแ€ฌแ€ท แ€’แ€ฎแ€กแ€แ€ปแ€€แ€บแ€แ€ฝแ€ฑแ€€แ€ญแ€ฏ แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ท Project แ€™แ€ปแ€ฌแ€ธแ€–แ€ผแ€„แ€ทแ€บ แ€œแ€ฑแ€ทแ€œแ€ฌแ€€แ€ผแ€›แ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ...

๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ

๐ŸŸง ๐๐ซ๐š๐œ๐ญ๐ข๐œ๐š๐ฅ ๐€๐ˆ ๐ˆ๐ฆ๐ฉ๐ฅ๐ž๐ฆ๐ž๐ง๐ญ๐š๐ญ๐ข๐จ๐ง (แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ทแ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€™แ€Šแ€ทแ€บแ€กแ€•แ€ญแ€ฏแ€„แ€บแ€ธ)

แ€’แ€ฎ Program แ€›แ€ฒแ€ท แ€กแ€“แ€ญแ€€แ€กแ€ฌแ€ธแ€žแ€ฌแ€แ€ปแ€€แ€บแ€€ AI แ€€แ€ญแ€ฏ Theory แ€กแ€”แ€ฑแ€”แ€ฒแ€ท แ€™แ€Ÿแ€ฏแ€แ€บแ€˜แ€ฒ แ€œแ€ฏแ€•แ€บแ€„แ€”แ€บแ€ธแ€แ€ฝแ€„แ€บแ€™แ€พแ€ฌ แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€กแ€ฑแ€ฌแ€„แ€บ แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซแ€กแ€แ€ญแ€ฏแ€„แ€บแ€ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€•แ€ฑแ€ธแ€žแ€ฝแ€ฌแ€ธแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ...

๐Ÿ”น ๐‘จ๐‘ฐ-๐’‚๐’”๐’”๐’Š๐’”๐’•๐’†๐’… ๐‘จ๐’๐’‚๐’๐’š๐’•๐’Š๐’„๐’” ๐‘พ๐’๐’“๐’Œ๐’‡๐’๐’๐’˜

๐Ÿ’กBusiness question แ€€แ€ญแ€ฏ analysis tasks แ€กแ€–แ€ผแ€…แ€บ breakdown แ€œแ€ฏแ€•แ€บแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ’กSQL / Python code draft แ€‘แ€ฏแ€แ€บแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ’กResult QA (logic check, edge case, validation)

๐Ÿ’กInsight summary แ€€แ€ญแ€ฏ stakeholder-friendly format แ€”แ€ฒแ€ท แ€•แ€ผแ€”แ€บแ€›แ€ฑแ€ธแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”น๐‘จ๐‘ฐ ๐’‡๐’๐’“ ๐‘ซ๐’‚๐’•๐’‚ ๐‘ธ๐’–๐’‚๐’๐’Š๐’•๐’š & ๐‘ฝ๐’‚๐’๐’Š๐’…๐’‚๐’•๐’Š๐’๐’

๐Ÿ’กMissing values / duplicates / anomaly checks แ€กแ€แ€ฝแ€€แ€บ scripts แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ’กQuery result sanity checks

๐Ÿ’กKPI definition consistency & metric logic validation

๐Ÿ”น ๐‘จ๐‘ฐ ๐’‡๐’๐’“ ๐‘บ๐’•๐’‚๐’•๐’Š๐’”๐’•๐’Š๐’„๐’‚๐’ ๐‘ซ๐’†๐’„๐’Š๐’”๐’Š๐’๐’-๐‘ด๐’‚๐’Œ๐’Š๐’๐’ˆ

๐Ÿ’กA/B test setup, hypothesis framing

๐Ÿ’กResult interpretation (p-value, CI, practical significance)

๐Ÿ’กStatistical output แ€€แ€ญแ€ฏ business recommendation แ€กแ€–แ€ผแ€…แ€บ แ€•แ€ผแ€ฑแ€ฌแ€„แ€บแ€ธแ€œแ€ฒแ€›แ€ฑแ€ธแ€žแ€ฌแ€ธแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”น๐‘จ๐‘ฐ ๐’‡๐’๐’“ ๐‘ช๐’–๐’”๐’•๐’๐’Ž๐’†๐’“ & ๐‘ท๐’“๐’๐’…๐’–๐’„๐’• ๐‘จ๐’๐’‚๐’๐’š๐’•๐’Š๐’„๐’”

๐Ÿ’กRetention / churn / LTV analysis workflow design

๐Ÿ’กSegmentation logic refinement

๐Ÿ’กCustomer feedback text data แ€€แ€ญแ€ฏ LLM API แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ theme / sentiment / issue clustering แ€œแ€ฏแ€•แ€บแ€แ€ผแ€„แ€บแ€ธ

๐Ÿ”น ๐‘จ๐‘ฐ ๐’‡๐’๐’“ ๐‘จ๐’–๐’•๐’๐’Ž๐’‚๐’•๐’Š๐’๐’ & ๐‘น๐’†๐’‘๐’๐’“๐’•๐’Š๐’๐’ˆ

๐Ÿ’กAutomated KPI monitoring workflow

๐Ÿ’กScheduled reporting summaries

๐Ÿ’กThreshold breach / anomaly alerts

๐Ÿ’กn8n / Power Automate แ€”แ€ฒแ€ท reporting process automation

๐Ÿ”น ๐‘จ๐‘ฐ ๐‘ถ๐’–๐’•๐’‘๐’–๐’• ๐‘น๐’†๐’—๐’Š๐’†๐’˜ & ๐‘ท๐’“๐’๐’Ž๐’‘๐’• ๐‘ฌ๐’๐’ˆ๐’Š๐’๐’†๐’†๐’“๐’Š๐’๐’ˆ ๐’‡๐’๐’“ ๐‘จ๐’๐’‚๐’๐’š๐’”๐’•๐’”

๐Ÿ’กBetter prompts for SQL / Python / reporting tasks

๐Ÿ’กContext-rich prompting (business rules + schema + expected output)

๐Ÿ’กAI output quality review & correction process

๐Ÿ’กAI result แ€€แ€ญแ€ฏ business context แ€”แ€ฒแ€ทแ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€•แ€ผแ€ฎแ€ธ final decision support แ€กแ€–แ€ผแ€…แ€บ แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€Šแ€บแ€ธ

๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ

๐ŸŸง Program แ€•แ€ผแ€ฎแ€ธแ€†แ€ฏแ€ถแ€ธแ€แ€ปแ€ญแ€”แ€บแ€แ€ฝแ€„แ€บ แ€›แ€›แ€พแ€ญแ€™แ€Šแ€ทแ€บ Skill แ€™แ€ปแ€ฌแ€ธ

Project Based Learning แ€–แ€ผแ€…แ€บแ€แ€ฒแ€ทแ€กแ€แ€ฝแ€€แ€บ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€•แ€ผแ€ฎแ€ธแ€†แ€ฏแ€ถแ€ธแ€แ€ฒแ€กแ€แ€ซ แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซ Skill แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€œแ€€แ€บแ€แ€ฝแ€ฑแ€ท แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ป แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€žแ€ฝแ€ฌแ€ธแ€”แ€ญแ€ฏแ€„แ€บแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บ..

โœ… KPI pipelines แ€”แ€พแ€„แ€ทแ€บ business reporting logic แ€แ€Šแ€บแ€†แ€ฑแ€ฌแ€€แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

โœ… Retention, experimentation, customer behavior analysis แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

โœ… Predictive / forecasting workflows แ€™แ€ปแ€ฌแ€ธ แ€กแ€€แ€ฑแ€ฌแ€„แ€บแ€กแ€‘แ€Šแ€บแ€–แ€ฑแ€ฌแ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

โœ… Structured + unstructured data (customer feedback) แ€€แ€ญแ€ฏ แ€•แ€ฑแ€ซแ€„แ€บแ€ธแ€…แ€•แ€บแ€žแ€ฏแ€ถแ€ธแ€žแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

โœ… LLM API แ€กแ€žแ€ฏแ€ถแ€ธแ€•แ€ผแ€ฏแ€•แ€ผแ€ฎแ€ธ automation / semantic analysis แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

โœ… Automated KPI monitoring & alerts setup แ€œแ€ฏแ€•แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

โœ… Evidence-based recommendations แ€€แ€ญแ€ฏ professional แ€…แ€ฝแ€ฌ แ€แ€„แ€บแ€•แ€ผแ€”แ€ญแ€ฏแ€„แ€บแ€แ€ผแ€„แ€บแ€ธ

แ€กแ€“แ€ญแ€€แ€กแ€ฌแ€ธแ€–แ€ผแ€„แ€ทแ€บ Program แ€•แ€ผแ€ฎแ€ธแ€†แ€ฏแ€ถแ€ธแ€แ€ฒแ€ทแ€กแ€แ€ซ Data Project แ€™แ€ปแ€ญแ€ฏแ€ธแ€…แ€ฏแ€ถแ€€แ€ญแ€ฏ AI แ€€แ€ญแ€ฏ แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€•แ€ผแ€ฎแ€ธ แ€œแ€ปแ€„แ€บแ€™แ€ผแ€”แ€บแ€แ€ญแ€€แ€ปแ€…แ€ฝแ€ฌ แ€†แ€ฑแ€ฌแ€„แ€บแ€›แ€ฝแ€€แ€บแ€”แ€ญแ€ฏแ€„แ€บแ€žแ€œแ€ญแ€ฏ,
AI แ€€ แ€‘แ€ฏแ€แ€บแ€•แ€ฑแ€ธแ€แ€ฒแ€ท output แ€แ€ฝแ€ฑแ€€แ€ญแ€ฏแ€œแ€Šแ€บแ€ธ แ€™แ€พแ€”แ€บแ€€แ€”แ€บแ€…แ€ฝแ€ฌ แ€…แ€…แ€บแ€†แ€ฑแ€ธแ€žแ€ฏแ€ถแ€ธแ€žแ€•แ€บแ€•แ€ผแ€ฎแ€ธ business decision แ€กแ€แ€ฝแ€€แ€บ แ€กแ€žแ€ฏแ€ถแ€ธแ€แ€ปแ€”แ€ญแ€ฏแ€„แ€บแ€™แ€šแ€ทแ€บ analyst mindset แ€›แ€›แ€พแ€ญแ€žแ€ฝแ€ฌแ€ธแ€™แ€พแ€ฌ แ€–แ€ผแ€…แ€บแ€•แ€ซแ€แ€šแ€บแ‹

๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ

๐ŸŸง แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€†แ€ญแ€ฏแ€„แ€บแ€›แ€ฌแ€กแ€แ€ปแ€€แ€บแ€กแ€œแ€€แ€บแ€™แ€ปแ€ฌแ€ธ

AI-Powered Data Analytics Program

๐Ÿ”ธ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€…แ€แ€„แ€บแ€™แ€Šแ€ทแ€บแ€›แ€€แ€บ โ€“ แ‚แ€แ‚แ† แ€แ€ฏแ€”แ€พแ€…แ€บแŠ แ€™แ€แ€บแ€œ แ‡ แ€›แ€€แ€บ

๐Ÿ”ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บแ€”แ€ฑแ€ทแ€™แ€ปแ€ฌแ€ธ โ€“ แ€กแ€•แ€แ€บแ€…แ€‰แ€บ แ€…แ€”แ€ฑแŠ แ€แ€”แ€„แ€บแ€นแ€‚แ€”แ€ฝแ€ฑแŠ แ€—แ€ฏแ€’แ€นแ€“แ€Ÿแ€ฐแ€ธ

๐Ÿ”ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บแ€กแ€แ€ปแ€ญแ€”แ€บ โ€“ แ€Š แ‡ แ€”แ€ฌแ€›แ€ฎ แ€™แ€พ แ‰ แ€”แ€ฌแ€›แ€ฎ แ€กแ€‘แ€ญ

๐Ÿ”ธ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ฌแ€œ โ€“ แแ€ แ€•แ€แ€บ (แ€”แ€ฌแ€›แ€ฎ แ†แ€)

๐Ÿ”ธ แ€žแ€„แ€บแ€€แ€ผแ€ฌแ€ธแ€™แ€Šแ€ทแ€บ Platform โ€“ Online Live Training (Microsoft Teams)

๐Ÿ”ธ แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ผแ€ฑแ€ธ โ€“ แ„แ‰แ€,แ€แ€แ€ แ€€แ€ปแ€•แ€บ

๐Ÿ”ท ๐Ÿ”ท Discount ๐Ÿ”ท ๐Ÿ”ท

๐Ÿ”ธ แ€€แ€ปแ€”แ€ฑแ€ฌแ€บแ€แ€ญแ€ฏแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ปแ€ฑแ€ฌแ€„แ€บแ€ธแ Data Analytics Bootcamp แ€แ€…แ€บแ€แ€ฏแ€œแ€ฏแ€ถแ€ธ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€แ€ฒแ€ทแ€žแ€ฐแ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ 20% Discount แ€…แ€ฎแ€…แ€‰แ€บแ€‘แ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บแ‹

๐Ÿ”ธ แ€€แ€ปแ€”แ€ฑแ€ฌแ€บ แ€แ€ญแ€ฏแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€€แ€ปแ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€พแ€ฌ แ€™แ€Šแ€บแ€žแ€Šแ€ทแ€บแ€˜แ€ฌแ€žแ€ฌแ€›แ€•แ€บแ€™แ€†แ€ญแ€ฏ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€˜แ€ฐแ€ธแ€แ€ฒแ€ท แ€€แ€ปแ€ฑแ€ฌแ€„แ€บแ€ธแ€žแ€ฌแ€ธแ€Ÿแ€ฑแ€ฌแ€„แ€บแ€ธแ€™แ€ปแ€ฌแ€ธแ€กแ€แ€ฝแ€€แ€บ 10% Discount แ€…แ€ฎแ€…แ€‰แ€บแ€‘แ€ฌแ€ธแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...

๐Ÿ”ท ๐Ÿ”ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€›แ€”แ€บ ๐Ÿ”ท ๐Ÿ”ท

แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€”แ€พแ€ถแ€›แ€”แ€บแ€กแ€แ€ฝแ€€แ€บ แ€กแ€ฑแ€ฌแ€€แ€บแ€•แ€ซ Bank Account แ€™แ€ปแ€ฌแ€ธแ€€แ€ญแ€ฏ แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€•แ€ผแ€ฎแ€ธแ€แ€ฑแ€ฌแ€ท แ€žแ€„แ€บแ€แ€”แ€บแ€ธแ€กแ€•แ€บแ€”แ€พแ€ถแ€”แ€ญแ€ฏแ€„แ€บแ€•แ€ซแ€แ€šแ€บ..แŠ
Account Name - Hnin Sandar
0623 01 999 2320 9101 (KBZ)
0072 6001 0000 7145 (CB)
200 1456 7761 ( AYA )
005 945 460 007 580 (Yoma)
09 5036 901 (KPay)
002 1010 2000 300 29 (A Bank)
แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€แ€ฒแ€ทแ€กแ€แ€ซ Description แ€”แ€ฑแ€›แ€ฌแ€™แ€พแ€ฌ แ€แ€€แ€บแ€›แ€ฑแ€ฌแ€€แ€บแ€™แ€Šแ€ทแ€บแ€žแ€ฐแ แ€กแ€™แ€Šแ€บแ€€แ€ญแ€ฏ แ€›แ€ฑแ€ธแ€‘แ€Šแ€ทแ€บแ€•แ€ฑแ€ธแ€…แ€ฑแ€แ€ปแ€„แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ แ‹

แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒแ€•แ€ผแ€ฎแ€ธแ€•แ€ซแ€€แ€œแ€Šแ€บแ€ธ แ€กแ€™แ€Šแ€บแŠ แ€–แ€ฏแ€”แ€บแ€ธแ€”แ€ถแ€•แ€ซแ€แ€บแŠ EmailแŠ แ€„แ€ฝแ€ฑแ€œแ€ฝแ€พแ€ฒ แ€•แ€ผแ€ฑแ€…แ€ฌแ€€แ€ญแ€ฏ แ€“แ€ซแ€แ€บแ€•แ€ฏแ€ถ / Screenshot แ€›แ€ญแ€ฏแ€€แ€บแ€•แ€ผแ€ฎแ€ธ FB Messenger แ€™แ€พ แ€•แ€ฑแ€ธแ€•แ€ญแ€ฏแ€ทแ€•แ€ฑแ€ธแ€–แ€ญแ€ฏแ€ท แ€™แ€ฑแ€แ€นแ€แ€ฌแ€›แ€•แ€บแ€แ€ถแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ..

๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ๐ŸŸฐ

แ€€แ€ปแ€ฑแ€ธแ€‡แ€ฐแ€ธแ€แ€„แ€บแ€•แ€ซแ€แ€šแ€บ แ€แ€„แ€บแ€—แ€ปแ€ฌ...

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