{"id":21895,"date":"2024-08-02T13:15:37","date_gmt":"2024-08-02T06:15:37","guid":{"rendered":"https:\/\/news.ict.mahidol.ac.th\/th\/?p=21895"},"modified":"2024-08-03T13:20:41","modified_gmt":"2024-08-03T06:20:41","slug":"python-for-business-intelligence-and-analytics","status":"publish","type":"post","link":"https:\/\/news.ict.mahidol.ac.th\/th\/python-for-business-intelligence-and-analytics\/","title":{"rendered":"\u0e04\u0e13\u0e30 ICT \u0e21.\u0e21\u0e2b\u0e34\u0e14\u0e25 (ICT Mahidol) \u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e1a \u0e2a\u0e33\u0e19\u0e31\u0e01\u0e07\u0e32\u0e19\u0e2a\u0e48\u0e07\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e40\u0e28\u0e23\u0e29\u0e10\u0e01\u0e34\u0e08\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25 (depa) \u0e08\u0e31\u0e14\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e17\u0e31\u0e01\u0e29\u0e30\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25\u0e41\u0e01\u0e48\u0e41\u0e23\u0e07\u0e07\u0e32\u0e19\u0e44\u0e17\u0e22\u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e21\u0e35\u0e42\u0e2d\u0e01\u0e32\u0e2a\u0e41\u0e25\u0e30\u0e08\u0e30\u0e15\u0e01\u0e07\u0e32\u0e19 (Future Digital Skill for Workforce) \u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23 \u201cPython for Business Intelligence and Analytics\u201d"},"content":{"rendered":"<div id=\"cmsmasters_row_fmhxkjffn6\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div id=\"cmsmasters_column_k9jnd40vel\" class=\"cmsmasters_column one_first\">\n<div class=\"cmsmasters_column_inner\"><div class=\"cmsmasters_text\">\n<p style=\"text-align: justify;\">\u0e27\u0e31\u0e19\u0e17\u0e35\u0e48 1 \u2013 2 \u0e2a\u0e34\u0e07\u0e2b\u0e32\u0e04\u0e21 2567 \u0e04\u0e13\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e34\u0e14\u0e25 (ICT Mahidol) \u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e1a\u0e2a\u0e33\u0e19\u0e31\u0e01\u0e07\u0e32\u0e19\u0e2a\u0e48\u0e07\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e40\u0e28\u0e23\u0e29\u0e10\u0e01\u0e34\u0e08\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25 (depa) \u0e08\u0e31\u0e14\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e17\u0e31\u0e01\u0e29\u0e30\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25\u0e41\u0e01\u0e48\u0e41\u0e23\u0e07\u0e07\u0e32\u0e19\u0e44\u0e17\u0e22\u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e21\u0e35\u0e42\u0e2d\u0e01\u0e32\u0e2a\u0e41\u0e25\u0e30\u0e08\u0e30\u0e15\u0e01\u0e07\u0e32\u0e19 (Future Digital Skill for Workforce) \u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23 \u201cPython for Business Intelligence and Analytics\u201d \u0e43\u0e2b\u0e49\u0e01\u0e31\u0e1a\u0e19\u0e31\u0e01\u0e28\u0e36\u0e01\u0e29\u0e32 \u0e41\u0e25\u0e30\u0e1a\u0e38\u0e04\u0e04\u0e25\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b \u0e08\u0e33\u0e19\u0e27\u0e19 56 \u0e17\u0e48\u0e32\u0e19 \u0e42\u0e14\u0e22\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e40\u0e01\u0e35\u0e22\u0e23\u0e15\u0e34\u0e08\u0e32\u0e01 \u0e14\u0e23. \u0e01\u0e34\u0e15\u0e15\u0e34 \u0e02\u0e38\u0e19\u0e2a\u0e19\u0e34\u0e17 \u0e2b\u0e31\u0e27\u0e2b\u0e19\u0e49\u0e32\u0e07\u0e32\u0e19\u0e2a\u0e48\u0e07\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e40\u0e28\u0e23\u0e29\u0e10\u0e01\u0e34\u0e08\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25\u0e2d\u0e32\u0e27\u0e38\u0e42\u0e2a \u0e1d\u0e48\u0e32\u0e22\u0e2a\u0e48\u0e07\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e41\u0e25\u0e30\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25 \u0e01\u0e25\u0e48\u0e32\u0e27\u0e15\u0e49\u0e2d\u0e19\u0e23\u0e31\u0e1a\u0e1c\u0e39\u0e49\u0e40\u0e02\u0e49\u0e32\u0e2d\u0e1a\u0e23\u0e21 \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e14\u0e49\u0e27\u0e22 \u0e04\u0e38\u0e13\u0e2d\u0e34\u0e17\u0e18\u0e34\u0e1e\u0e25 \u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c \u0e1c\u0e39\u0e49\u0e2d\u0e33\u0e19\u0e27\u0e22\u0e01\u0e32\u0e23\u0e1d\u0e48\u0e32\u0e22\u0e1a\u0e23\u0e34\u0e2b\u0e32\u0e23\u0e17\u0e23\u0e31\u0e1e\u0e22\u0e32\u0e01\u0e23\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e41\u0e25\u0e30\u0e1a\u0e38\u0e04\u0e04\u0e25 (depa) \u0e40\u0e1b\u0e47\u0e19\u0e1c\u0e39\u0e49\u0e41\u0e19\u0e30\u0e19\u0e33\u0e1d\u0e48\u0e32\u0e22\u0e1a\u0e23\u0e34\u0e2b\u0e32\u0e23\u0e17\u0e23\u0e31\u0e1e\u0e22\u0e32\u0e01\u0e23\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e41\u0e25\u0e30\u0e1a\u0e38\u0e04\u0e04\u0e25 \u0e2a\u0e33\u0e19\u0e31\u0e01\u0e07\u0e32\u0e19\u0e2a\u0e48\u0e07\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e40\u0e28\u0e23\u0e29\u0e10\u0e01\u0e34\u0e08\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25 (depa) \u0e42\u0e14\u0e22\u0e21\u0e35 \u0e14\u0e23. \u0e17\u0e34\u0e1e\u0e32\u0e08\u0e34\u0e19\u0e15\u0e4c \u0e44\u0e17\u0e22\u0e1e\u0e34\u0e2a\u0e38\u0e17\u0e18\u0e34\u0e01\u0e38\u0e25 \u0e1c\u0e39\u0e49\u0e0a\u0e48\u0e27\u0e22\u0e04\u0e13\u0e1a\u0e14\u0e35\u0e1d\u0e48\u0e32\u0e22\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e27\u0e34\u0e0a\u0e32\u0e01\u0e32\u0e23\u0e41\u0e25\u0e30\u0e16\u0e48\u0e32\u0e22\u0e17\u0e2d\u0e14\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35 \u0e41\u0e25\u0e30 \u0e14\u0e23. \u0e28\u0e34\u0e23\u0e34\u0e40\u0e1e\u0e47\u0e0d \u0e1e\u0e07\u0e29\u0e4c\u0e44\u0e1e\u0e40\u0e0a\u0e10 \u0e1c\u0e39\u0e49\u0e0a\u0e48\u0e27\u0e22\u0e04\u0e13\u0e1a\u0e14\u0e35\u0e1d\u0e48\u0e32\u0e22\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28\u0e41\u0e25\u0e30\u0e23\u0e30\u0e1a\u0e1a \u0e23\u0e48\u0e27\u0e21\u0e40\u0e1b\u0e47\u0e19\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e23\u0e16\u0e48\u0e32\u0e22\u0e17\u0e2d\u0e14\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49 \u0e13 \u0e2b\u0e49\u0e2d\u0e07\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34\u0e01\u0e32\u0e23\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c IT105 \u0e0a\u0e31\u0e49\u0e19 1 \u0e04\u0e13\u0e30 ICT \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e34\u0e14\u0e25 \u0e28\u0e32\u0e25\u0e32\u0e22\u0e32<\/p>\n<p style=\"text-align: justify;\">\u0e42\u0e14\u0e22\u0e43\u0e19\u0e27\u0e31\u0e19\u0e41\u0e23\u0e01 \u0e40\u0e1b\u0e47\u0e19\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21\u0e43\u0e19\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d \u201cFoundations of Python for Analytics and Data Preprocessing\u201d \u0e0b\u0e36\u0e48\u0e07\u0e40\u0e1b\u0e47\u0e19\u0e01\u0e32\u0e23\u0e43\u0e2b\u0e49\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a Python for Business Intelligence \u0e43\u0e19\u0e40\u0e1a\u0e37\u0e49\u0e2d\u0e07\u0e15\u0e49\u0e19 \u0e2d\u0e32\u0e17\u0e34 Data Wrangling with Python, Exploratory Data Analysis (EDA) with Python, Introduction to Python Visuals in Power BI \u0e41\u0e25\u0e30\u0e43\u0e19\u0e27\u0e31\u0e19\u0e17\u0e35\u0e48\u0e2a\u0e2d\u0e07 \u0e40\u0e1b\u0e47\u0e19\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21\u0e43\u0e19\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d \u201cMicrosoft Power BI Desktop for Business Intelligence\u201d \u0e0b\u0e36\u0e48\u0e07\u0e40\u0e1b\u0e47\u0e19\u0e01\u0e32\u0e23\u0e43\u0e2b\u0e49\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 Microsoft Power BI \u0e43\u0e19\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e17\u0e35\u0e48\u0e2a\u0e39\u0e07\u0e02\u0e36\u0e49\u0e19 \u0e2d\u0e32\u0e17\u0e34 Advanced Data Manipulation with Power Query, Data Modeling Fundamentals, Introduction to DAX for Advanced Data Analysis, The Art of Insight Generation: Asking the Right Questions<\/p>\n<p style=\"text-align: justify;\">\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e17\u0e31\u0e01\u0e29\u0e30\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25\u0e41\u0e01\u0e48\u0e41\u0e23\u0e07\u0e07\u0e32\u0e19\u0e44\u0e17\u0e22\u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e21\u0e35\u0e42\u0e2d\u0e01\u0e32\u0e2a\u0e41\u0e25\u0e30\u0e08\u0e30\u0e15\u0e01\u0e07\u0e32\u0e19 (Future Digital Skill for Workforce) \u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23 \u201cPython for Business Intelligence and Analytics\u201d \u0e08\u0e31\u0e14\u0e02\u0e36\u0e49\u0e19\u0e42\u0e14\u0e22\u0e21\u0e35\u0e27\u0e31\u0e15\u0e16\u0e38\u0e1b\u0e23\u0e30\u0e2a\u0e07\u0e04\u0e4c\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e22\u0e01\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e17\u0e31\u0e01\u0e29\u0e30\u0e14\u0e49\u0e32\u0e19\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25 (Future Digital Skill) \u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e40\u0e02\u0e49\u0e32\u0e2d\u0e1a\u0e23\u0e21\u0e43\u0e2b\u0e49\u0e2a\u0e2d\u0e14\u0e04\u0e25\u0e49\u0e2d\u0e07\u0e01\u0e31\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e02\u0e2d\u0e07\u0e20\u0e32\u0e04\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21 \u0e25\u0e14\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e1c\u0e39\u0e49\u0e27\u0e48\u0e32\u0e07\u0e07\u0e32\u0e19 \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e1c\u0e25\u0e31\u0e01\u0e14\u0e31\u0e19\u0e41\u0e23\u0e07\u0e07\u0e32\u0e19\u0e40\u0e02\u0e49\u0e32\u0e2a\u0e39\u0e48\u0e20\u0e32\u0e04\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21 \u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e28\u0e23\u0e29\u0e10\u0e01\u0e34\u0e08\u0e43\u0e2b\u0e21\u0e48 \u0e23\u0e27\u0e21\u0e17\u0e31\u0e49\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e04\u0e27\u0e32\u0e21\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e43\u0e2b\u0e49\u0e01\u0e31\u0e1a\u0e41\u0e23\u0e07\u0e07\u0e32\u0e19\u0e43\u0e19\u0e1b\u0e31\u0e08\u0e08\u0e38\u0e1a\u0e31\u0e19\u0e2d\u0e35\u0e01\u0e14\u0e49\u0e27\u0e22<\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_7lt488m1bu\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div id=\"cmsmasters_column_8120rprzzi\" class=\"cmsmasters_column one_first\">\n<div class=\"cmsmasters_column_inner\"><div id=\"cmsmasters_gallery_f3alfjrxud\" class=\"cmsmasters_gallery_wrap\" data-type=\"grid\" data-count=\"0\"><ul class=\"cmsmasters_gallery cmsmasters_3 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