{"id":1949,"date":"2023-07-24T08:20:22","date_gmt":"2023-07-24T08:20:22","guid":{"rendered":"https:\/\/statorials.org\/my\/numpy-dot-%e1%80%91%e1%80%af%e1%80%90%e1%80%ba%e1%80%80%e1%80%af%e1%80%94%e1%80%ba\/"},"modified":"2023-07-24T08:20:22","modified_gmt":"2023-07-24T08:20:22","slug":"numpy-dot-%e1%80%91%e1%80%af%e1%80%90%e1%80%ba%e1%80%80%e1%80%af%e1%80%94%e1%80%ba","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/numpy-dot-%e1%80%91%e1%80%af%e1%80%90%e1%80%ba%e1%80%80%e1%80%af%e1%80%94%e1%80%ba\/","title":{"rendered":"Numpy \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1021\u1005\u1000\u103a \u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">vector \u101e\u100a\u103a <em>a<\/em> = [a <sub>1<\/sub> , a <sub>2<\/sub> , a <sub>3<\/sub> ] \u1014\u103e\u1004\u1037\u103a vector <em>b<\/em> = [b <sub>1<\/sub> , b <sub>2<\/sub> , b <sub>3<\/sub> ] \u1000\u102d\u102f \u1015\u1031\u1038\u101e\u100a\u103a \u104a vector \u1019\u103b\u102c\u1038 \u104f <strong>scalar \u101b\u101c\u1012\u103a \u1000\u102d\u102f<\/strong> <strong>a\u00b7 b<\/strong> \u101f\u102f \u101b\u100a\u103a\u100a\u103d\u103e\u1014\u103a\u1038 \u101e\u100a\u103a \u104a<\/span><\/p>\n<p style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>ab<\/strong> = a <sub>1<\/sub> * b <sub>1<\/sub> + a <sub>2<\/sub> * b <sub>2<\/sub> + a <sub>3<\/sub> * b <sub>3\u104a<\/sub><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a <em>a<\/em> = [2\u104a 5\u104a 6] \u1014\u103e\u1004\u1037\u103a <em>b<\/em> = [4\u104a 3\u104a 2] \u1006\u102d\u102f\u101c\u103b\u103e\u1004\u103a <em>a<\/em> \u1014\u103e\u1004\u1037\u103a <em>b<\/em> \u104f \u1021\u1005\u1000\u103a\u101e\u100a\u103a \u100a\u102e\u1019\u103b\u103e\u101c\u102d\u1019\u1037\u103a\u1019\u100a\u103a-<\/span><\/p>\n<p style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>ab =<\/strong> 2*4 + 5*3 + 6*2<\/span><\/p>\n<p style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>ab =<\/strong> 8 + 15 + 12<\/span><\/p>\n<p style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>ab =<\/strong> 35<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1021\u1005\u1000\u103a\u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u101e\u100a\u103a vector \u1014\u103e\u1005\u103a\u1001\u102f\u101b\u103e\u102d \u101e\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u101b\u102c entries \u1019\u103b\u102c\u1038\u104f \u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1019\u103b\u102c\u1038\u104f \u1015\u1031\u102b\u1004\u103a\u1038\u1005\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python \u1010\u103d\u1004\u103a\u104a \u101e\u1004\u103a\u101e\u100a\u103a vectors \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a dot \u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1000\u102d\u102f \u101c\u103b\u1004\u103a\u1019\u103c\u1014\u103a\u1005\u103d\u102c\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a <strong>numpy.dot()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<\/span>\n<\/span>n.p. <span style=\"color: #3366ff;\">dowry<\/span> (a, b)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1- vector \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1005\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a vector \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1021\u1005\u1000\u103a\u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a <strong>numpy.dot()<\/strong> \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102f\u1036\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#definevectors<\/span>\na = [7, 2, 2]\nb = [1, 4, 9]\n\n<span style=\"color: #008080;\">#calculate dot product between vectors<\/span>\nn.p. <span style=\"color: #3366ff;\">dowry<\/span> (a, b)\n\n33\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1024\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102f\u1036\u1019\u103e\u102c \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>ab =<\/strong> 7*1 + 2*4 + 2*9<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>ab =<\/strong> 7 + 8 + 18<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>ab =<\/strong> \u1043\u1043<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- \u1000\u1031\u102c\u103a\u101c\u1036\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1005\u1000\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1015\u1014\u103a\u1012\u102b\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d \u1000\u1031\u102c\u103a\u101c\u1036\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1021\u1005\u1000\u103a\u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a <strong>numpy.dot()<\/strong> \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102f\u1036\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import <span style=\"color: #000000;\">pandas <span style=\"color: #008000;\">as<\/span> pd<\/span>\nimport<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">A<\/span> ': [4, 6, 7, 7, 9],\n                   ' <span style=\"color: #ff0000;\">B<\/span> ': [5, 7, 7, 2, 2],\n                   ' <span style=\"color: #ff0000;\">C<\/span> ': [11, 8, 9, 6, 1]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tA B C\n0 4 5 11\n1 6 7 8\n2 7 7 9\n3 7 2 6\n4 9 2 1\n\n<span style=\"color: #008080;\">#calculate dot product between column A and column C<\/span>\nn.p. <span style=\"color: #3366ff;\">dot<\/span> (df. <span style=\"color: #3366ff;\">A<\/span> , df. <span style=\"color: #3366ff;\">C<\/span> )\n\n206\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1024\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102f\u1036\u1019\u103e\u102c \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>AC =<\/strong> 4*11 + 6*8 + 7*9 + 7*6 + 9*1<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>AC =<\/strong> 44 + 48 + 63 + 42 + 9<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>A C =<\/strong> 206<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a-<\/strong> \u101e\u1004\u103a\u1010\u103d\u1000\u103a\u1014\u1031\u101e\u1031\u102c \u1021\u1005\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u1021\u101c\u103b\u102c\u1038\u1019\u103b\u102c\u1038 \u1000\u103d\u1032\u1015\u103c\u102c\u1038\u1015\u102b\u1000 Python \u101e\u100a\u103a \u1021\u1019\u103e\u102c\u1038\u1021\u101a\u103d\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u103d\u102c\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1019\u103e\u1010\u103a\u101e\u102c\u1038\u1011\u102c\u1038\u1015\u102b\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/my\/\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u101e\u100a\u103a-\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u101e\u102d\u102f\u1037-\u101c\u102d\u102f\u1004\u103a\u1038\u1011\u100a\u1037\u103a\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">Pandas DataFrame \u1010\u103d\u1004\u103a \u1021\u1010\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1011\u100a\u1037\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/pandas-dataframe-\u1010\u103d\u1004\u103a-numpy-array-\u1000\u102d\u102f\u1011\u100a\u1037\u103a\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener\">Pandas DataFrame \u1010\u103d\u1004\u103a Numpy \u1021\u1001\u1004\u103a\u1038\u1021\u1000\u103b\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u100a\u1037\u103a\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/pandas-\u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f-bearing\/\" target=\"_blank\" rel=\"noopener\">\u1015\u1014\u103a\u1012\u102b\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u101c\u103b\u103e\u1031\u102c\u1000\u103b\u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>vector \u101e\u100a\u103a a = [a 1 , a 2 , a 3 ] \u1014\u103e\u1004\u1037\u103a vector b = [b 1 , b 2 , b 3 ] \u1000\u102d\u102f \u1015\u1031\u1038\u101e\u100a\u103a \u104a vector \u1019\u103b\u102c\u1038 \u104f scalar \u101b\u101c\u1012\u103a \u1000\u102d\u102f a\u00b7 b \u101f\u102f \u101b\u100a\u103a\u100a\u103d\u103e\u1014\u103a\u1038 \u101e\u100a\u103a \u104a ab = a 1 * b 1 + a 2 * b 2 + [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NumPy - Statology \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1021\u1005\u1000\u103a\u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a NumPy \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d vector \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1005\u1000\u103a\u1011\u103d\u1000\u103a\u1015\u1005\u1039\u1005\u100a\u103a\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/my\/numpy-dot-\u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NumPy - Statology \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d 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property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T08:20:22+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/my\/numpy-dot-%e1%80%91%e1%80%af%e1%80%90%e1%80%ba%e1%80%80%e1%80%af%e1%80%94%e1%80%ba\/\",\"url\":\"https:\/\/statorials.org\/my\/numpy-dot-%e1%80%91%e1%80%af%e1%80%90%e1%80%ba%e1%80%80%e1%80%af%e1%80%94%e1%80%ba\/\",\"name\":\"NumPy - Statology \u1000\u102d\u102f 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