{"id":59745,"date":"2024-04-16T01:42:40","date_gmt":"2024-04-16T01:42:40","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=59745"},"modified":"2024-04-16T01:42:40","modified_gmt":"2024-04-16T01:42:40","slug":"what-python-function-is-used-to-perform-element-wise-mathematical-operations-on-numpy-arrays","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/what-python-function-is-used-to-perform-element-wise-mathematical-operations-on-numpy-arrays\/","title":{"rendered":"What Python function is used to perform element-wise mathematical operations on Numpy arrays?"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;describe()&#8221; option2=&#8221;plt.plot()&#8221; option3=&#8221;df.apply()&#8221; option4=&#8221;np.add()&#8221; correct=&#8221;option4&#8243;]<!--more--><\/p>\n<p>The correct answer is D. np.add().<\/p>\n<p>np.add() is a Python function that is used to perform element-wise mathematical operations on Numpy arrays. It takes two Numpy arrays as input and returns a new Numpy array with the elements of the two input arrays added together.<\/p>\n<p>For example, if you have two Numpy arrays, <code>arr1<\/code> and <code>arr2<\/code>, you can use <code>np.add()<\/code> to add them together like this:<\/p>\n<p>&#8220;`<\/p>\n<blockquote>\n<blockquote>\n<blockquote>\n<p>arr1 = np.array([1, 2, 3])<br \/>\narr2 = np.array([4, 5, 6])<br \/>\nnp.add(arr1, arr2)<br \/>\narray([5, 7, 9])<br \/>\n&#8220;`<\/p>\n<\/blockquote>\n<\/blockquote>\n<\/blockquote>\n<p>The <code>np.add()<\/code> function can also be used to add a scalar value to a Numpy array. For example, if you have a Numpy array <code>arr1<\/code> and you want to add the number 5 to each element of the array, you can use <code>np.add(arr1, 5)<\/code> like this:<\/p>\n<p>&#8220;`<\/p>\n<blockquote>\n<blockquote>\n<blockquote>\n<p>arr1 = np.array([1, 2, 3])<br \/>\nnp.add(arr1, 5)<br \/>\narray([6, 7, 8])<br \/>\n&#8220;`<\/p>\n<\/blockquote>\n<\/blockquote>\n<\/blockquote>\n<p>The <code>np.add()<\/code> function is a very versatile function that can be used to perform a variety of element-wise mathematical operations on Numpy arrays.<\/p>\n<p>The other options are not correct because they are not used to perform element-wise mathematical operations on Numpy arrays.<\/p>\n<ul>\n<li><code>describe()<\/code> is a function that is used to get a summary of the statistics of a Numpy array.<\/li>\n<li><code>plt.plot()<\/code> is a function that is used to plot a Numpy array.<\/li>\n<li><code>df.apply()<\/code> is a function that is used to apply a function to each row of a DataFrame.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;describe()&#8221; option2=&#8221;plt.plot()&#8221; option3=&#8221;df.apply()&#8221; option4=&#8221;np.add()&#8221; correct=&#8221;option4&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[737],"tags":[],"class_list":["post-59745","post","type-post","status-publish","format-standard","hentry","category-data-analysis-with-python","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Python function is used to perform element-wise mathematical operations on Numpy arrays?<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/exam.pscnotes.com\/mcq\/what-python-function-is-used-to-perform-element-wise-mathematical-operations-on-numpy-arrays\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Python function is used to perform element-wise mathematical operations on Numpy arrays?\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;describe()&#8221; 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