{"id":7192,"date":"2024-04-17T06:53:58","date_gmt":"2024-04-17T06:53:58","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=7192"},"modified":"2024-04-17T06:53:58","modified_gmt":"2024-04-17T06:53:58","slug":"data-scientist-cheat-sheet","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/data-scientist-cheat-sheet\/","title":{"rendered":"Data Scientist Cheat Sheet"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40700&amp;family=Alegreya%3Awght%40700\" rel=\"stylesheet\"\/>\n<style 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name=\"web-stories-replace-head-start\"\/><title>Data Scientist Cheat Sheet<\/title><link rel=\"canonical\" href=\"https:\/\/pickl.ai\/blog\/?post_type=web-story&amp;p=7192\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"Pickl.AI\" publisher-logo-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/01\/cropped-cropped-favicon.png\" title=\"Data Scientist Cheat Sheet\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/cropped-download-14.jpeg\"><amp-story-page id=\"0fa6a94c-1eaf-4521-8525-bd2884769c96\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#e0aaff\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-9ab817ad-0814-410c-ba4c-4ea193b7c659\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:50%;width:72.81553%;height:29.61165%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6666666666666667% 0.6666666666666667% 0.6666666666666667% 0.6666666666666667% \/ 1.092896174863388% 1.092896174863388% 1.092896174863388% 1.092896174863388%\" id=\"el-de8469d4-1375-4412-a894-41c63c174bd7\">\n<h1 id=\"data-scientist-cheat-sheet\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15406249999999963% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.825243em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #4b1283\">Data Scientist Cheat Sheet<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:77.18447%;height:46.76375%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-a2def0a7-c200-4c4c-946e-527e5d1b51e8\">\n<div style=\"position:absolute;width:136.30402%;height:100%;left:-18.15201%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxkYXRhJTIwc2NpZW50aXN0fGVufDB8fHx8MTcxMzI2MTUyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4078&amp;h=2719&amp;fit=max\" alt=\"person using macbook pro on black table\" srcSet=\"https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxkYXRhJTIwc2NpZW50aXN0fGVufDB8fHx8MTcxMzI2MTUyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4078&amp;h=2719&amp;fit=max 4078w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxkYXRhJTIwc2NpZW50aXN0fGVufDB8fHx8MTcxMzI2MTUyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3262&amp;h=2175&amp;fit=max 3262w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxkYXRhJTIwc2NpZW50aXN0fGVufDB8fHx8MTcxMzI2MTUyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2446&amp;h=1631&amp;fit=max 2446w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxkYXRhJTIwc2NpZW50aXN0fGVufDB8fHx8MTcxMzI2MTUyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1631&amp;h=1087&amp;fit=max 1631w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxkYXRhJTIwc2NpZW50aXN0fGVufDB8fHx8MTcxMzI2MTUyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=815&amp;h=543&amp;fit=max 815w,https:\/\/images.unsplash.com\/photo-1599658880436-c61792e70672?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxkYXRhJTIwc2NpZW50aXN0fGVufDB8fHx8MTcxMzI2MTUyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 35vh, 77vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:19.17476%;top:83.17152%;width:69.41748%;height:11.65049%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6993006993006993% 0.6993006993006993% 0.6993006993006993% 0.6993006993006993% \/ 2.7777777777777777% 2.7777777777777777% 2.7777777777777777% 2.7777777777777777%\" id=\"el-5c73778e-f32a-41b2-a235-6b0cf31dab67\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5347902097902093% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.307443em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Save time and become a pro with these essential formulas and functions.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"cb65b83a-1d93-417e-acbe-36e0685da83c\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#b79789\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-7e0334da-cc82-40a2-83f0-4506b9ff2397\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:44.49838%;width:65.29126%;height:17.63754%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7434944237918215% 0.7434944237918215% 0.7434944237918215% 0.7434944237918215% \/ 1.834862385321101% 1.834862385321101% 1.834862385321101% 1.834862385321101%\" id=\"el-084eea1a-cceb-44d2-b6a6-a9ef591b7433\">\n<h1 id=\"statistics-cheat-sheet\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15497211895910684% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.744337em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Statistics Cheat Sheet<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:77.18447%;height:39.32039%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-ae2cf9f7-ebb5-44e2-9834-c3eec049ad50\">\n<div style=\"position:absolute;width:114.62264%;height:100%;left:-7.31132%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1647365368632-90028b7faa23?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzMXx8c3RhdGlzdGljc3xlbnwwfHx8fDE3MTMzMzI4MzV8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max\" alt=\"a tablet computer sitting on top of a bed\" srcSet=\"https:\/\/images.unsplash.com\/photo-1647365368632-90028b7faa23?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzMXx8c3RhdGlzdGljc3xlbnwwfHx8fDE3MTMzMzI4MzV8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max 6000w,https:\/\/images.unsplash.com\/photo-1647365368632-90028b7faa23?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzMXx8c3RhdGlzdGljc3xlbnwwfHx8fDE3MTMzMzI4MzV8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4800&amp;h=3200&amp;fit=max 4800w,https:\/\/images.unsplash.com\/photo-1647365368632-90028b7faa23?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzMXx8c3RhdGlzdGljc3xlbnwwfHx8fDE3MTMzMzI4MzV8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3600&amp;h=2400&amp;fit=max 3600w,https:\/\/images.unsplash.com\/photo-1647365368632-90028b7faa23?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzMXx8c3RhdGlzdGljc3xlbnwwfHx8fDE3MTMzMzI4MzV8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2400&amp;h=1600&amp;fit=max 2400w,https:\/\/images.unsplash.com\/photo-1647365368632-90028b7faa23?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzMXx8c3RhdGlzdGljc3xlbnwwfHx8fDE3MTMzMzI4MzV8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1200&amp;h=800&amp;fit=max 1200w,https:\/\/images.unsplash.com\/photo-1647365368632-90028b7faa23?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzMXx8c3RhdGlzdGljc3xlbnwwfHx8fDE3MTMzMzI4MzV8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 35vh, 77vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.07767%;top:67.63754%;width:82.03883%;height:18.28479%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.591715976331361% 0.591715976331361% 0.591715976331361% 0.591715976331361% \/ 1.7699115044247788% 1.7699115044247788% 1.7699115044247788% 1.7699115044247788%\" id=\"el-fbf3ca19-9222-49e0-aa6a-6ab314d25c13\">\n<h2 id=\"brush-up-on-your-central-tendency-dispersion-and-hypothesis-testing\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.714497041420118% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Brush up on your central tendency, dispersion, and hypothesis testing.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:31.79612%;top:94.82201%;width:46.60194%;height:5.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.0416666666666665% 1.0416666666666665% 1.0416666666666665% 1.0416666666666665% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-d6081386-19b7-4298-a73d-c9f32e5ba251\"><a href=\"https:\/\/ https:\/\/pickl.ai\/blog\/cheat-sheets-for-data-scientists\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.19775390624999964% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"c652291a-ee89-4761-a044-fc1665a8eaf7\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#c1d2d3\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-1011feee-82bb-4528-ba0b-97e70f5b93cf\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:20.38835%;top:47.89644%;width:65.29126%;height:11.97411%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7434944237918215% 0.7434944237918215% 0.7434944237918215% 0.7434944237918215% \/ 2.7027027027027026% 2.7027027027027026% 2.7027027027027026% 2.7027027027027026%\" id=\"el-708efd7d-2475-4ef0-a9eb-72b05b163b8a\">\n<h2 id=\"machine-learning-cheat-sheet\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10443773234200754% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.501618em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #0354f2\">Machine Learning Cheat Sheet<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:20.38835%;top:65.04854%;width:70.87379%;height:24.59547%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.684931506849315% 0.684931506849315% 0.684931506849315% 0.684931506849315% \/ 1.3157894736842104% 1.3157894736842104% 1.3157894736842104% 1.3157894736842104%\" id=\"el-bf3bd0a6-f171-4087-a078-b5d4df130d1e\">\n<h2 id=\"master-common-algorithms-metrics-and-regularization-techniques\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.8270547945205476% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Master common algorithms, metrics, and regularization techniques.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.62136%;top:0;width:75%;height:41.74757%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-6dac0ba9-72a6-4cac-911e-d38ef4881ce2\">\n<div style=\"position:absolute;width:111.36007%;height:100%;left:-5.68003%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1504639725590-34d0984388bd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzEzMzMzOTAyfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3353&amp;h=2514&amp;fit=max\" alt=\"closeup photo of eyeglasses\" srcSet=\"https:\/\/images.unsplash.com\/photo-1504639725590-34d0984388bd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzEzMzMzOTAyfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3353&amp;h=2514&amp;fit=max 3353w,https:\/\/images.unsplash.com\/photo-1504639725590-34d0984388bd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzEzMzMzOTAyfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2682&amp;h=2011&amp;fit=max 2682w,https:\/\/images.unsplash.com\/photo-1504639725590-34d0984388bd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzEzMzMzOTAyfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2011&amp;h=1508&amp;fit=max 2011w,https:\/\/images.unsplash.com\/photo-1504639725590-34d0984388bd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzEzMzMzOTAyfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1341&amp;h=1005&amp;fit=max 1341w,https:\/\/images.unsplash.com\/photo-1504639725590-34d0984388bd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzEzMzMzOTAyfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=670&amp;h=502&amp;fit=max 670w,https:\/\/images.unsplash.com\/photo-1504639725590-34d0984388bd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzEzMzMzOTAyfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=255&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 34vh, 75vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"192e7f88-c7f9-46b9-8038-74c8d2a4bbff\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#d49b72\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-ed783698-f448-4a9d-91ec-247a8a1754b6\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:41.42395%;width:66.74757%;height:18.4466%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7272727272727273% 0.7272727272727273% 0.7272727272727273% 0.7272727272727273% \/ 1.7543859649122806% 1.7543859649122806% 1.7543859649122806% 1.7543859649122806%\" id=\"el-e1729beb-23ff-4fa3-843c-f71128f215d8\">\n<h2 id=\"python-for-data-science-cheat-sheet\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10545454545454515% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.517799em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Python for Data Science Cheat Sheet<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:63.26861%;width:70.87379%;height:23.94822%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.684931506849315% 0.684931506849315% 0.684931506849315% 0.684931506849315% \/ 1.3513513513513513% 1.3513513513513513% 1.3513513513513513% 1.3513513513513513%\" id=\"el-6495876d-8b1d-4970-b0a7-a3af60e9a746\">\n<h2 id=\"get-syntax-help-for-data-manipulation-analysis-and-visualization-libraries\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.8270547945205476% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #a4133c\">Get syntax help for data manipulation, analysis, and visualization libraries.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:29.61165%;top:94.82201%;width:46.60194%;height:5.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.0416666666666665% 1.0416666666666665% 1.0416666666666665% 1.0416666666666665% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-9d9b9ac8-0ded-4d50-9bfa-7dd42382b69a\"><a href=\"https:\/\/pickl.ai\/blog\/importing-data-in-python-cheat-sheet\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.19775390624999964% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:76.45631%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-f21cf845-b851-45a6-b6b2-8f7f98781bf9\">\n<div style=\"position:absolute;width:124.16227%;height:100%;left:-12.08114%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1526379095098-d400fd0bf935?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxweXRob258ZW58MHx8fHwxNzEzMzM1OTgzfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5472&amp;h=3078&amp;fit=max\" alt=\"person holding sticky note\" srcSet=\"https:\/\/images.unsplash.com\/photo-1526379095098-d400fd0bf935?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxweXRob258ZW58MHx8fHwxNzEzMzM1OTgzfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5472&amp;h=3078&amp;fit=max 5472w,https:\/\/images.unsplash.com\/photo-1526379095098-d400fd0bf935?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxweXRob258ZW58MHx8fHwxNzEzMzM1OTgzfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4377&amp;h=2462&amp;fit=max 4377w,https:\/\/images.unsplash.com\/photo-1526379095098-d400fd0bf935?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxweXRob258ZW58MHx8fHwxNzEzMzM1OTgzfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3283&amp;h=1847&amp;fit=max 3283w,https:\/\/images.unsplash.com\/photo-1526379095098-d400fd0bf935?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxweXRob258ZW58MHx8fHwxNzEzMzM1OTgzfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2188&amp;h=1231&amp;fit=max 2188w,https:\/\/images.unsplash.com\/photo-1526379095098-d400fd0bf935?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxweXRob258ZW58MHx8fHwxNzEzMzM1OTgzfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1094&amp;h=615&amp;fit=max 1094w,https:\/\/images.unsplash.com\/photo-1526379095098-d400fd0bf935?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxfHxweXRob258ZW58MHx8fHwxNzEzMzM1OTgzfDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=191&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 34vh, 76vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"d0fb3be6-c031-480d-96ee-9cf966e898cc\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#b6b6b6\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-f1aacc45-53e2-4baa-ae24-e670bf0bb57c\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:46.76375%;width:66.74757%;height:5.98706%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7272727272727273% 0.7272727272727273% 0.7272727272727273% 0.7272727272727273% \/ 5.405405405405405% 5.405405405405405% 5.405405405405405% 5.405405405405405%\" id=\"el-b45bd7e0-d175-40c0-9f40-10f1eac651fd\">\n<h2 id=\"sql-cheat-sheet\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10545454545454515% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.517799em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">SQL Cheat Sheet<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:61.8123%;width:70.87379%;height:23.94822%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.684931506849315% 0.684931506849315% 0.684931506849315% 0.684931506849315% \/ 1.3513513513513513% 1.3513513513513513% 1.3513513513513513% 1.3513513513513513%\" id=\"el-be51470d-6d28-4e39-af0b-9d8c9cf3a8ce\">\n<h2 id=\"write-efficient-queries-to-retrieve-and-manipulate-data-from-relational-databases\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.8270547945205476% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #a4133c\">Write efficient queries to retrieve and manipulate data from relational databases.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:29.61165%;top:94.82201%;width:46.60194%;height:5.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.0416666666666665% 1.0416666666666665% 1.0416666666666665% 1.0416666666666665% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-63d5d244-ed8f-490d-a791-b78ff9f637af\"><a href=\"https:\/\/pickl.ai\/blog\/sql-tips-and-tricks-for-data-analysts\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/04\/SQL-Tips.jpg\" data-tooltip-text=\"Advanced SQL Tips and Tricks for Data Analysts- Pickl.AI\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.19775390624999964% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:0;width:72.81553%;height:36.08414%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-8cdd07e9-8c6c-4176-8386-30428e159352\">\n<div style=\"position:absolute;width:110.36333%;height:100%;left:-5.18167%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1662027044921-6febc57a0c53?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8c3FsfGVufDB8fHx8MTcxMzMzNjMyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=14467&amp;h=9744&amp;fit=max\" alt=\"text\" srcSet=\"https:\/\/images.unsplash.com\/photo-1662027044921-6febc57a0c53?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8c3FsfGVufDB8fHx8MTcxMzMzNjMyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=14467&amp;h=9744&amp;fit=max 14467w,https:\/\/images.unsplash.com\/photo-1662027044921-6febc57a0c53?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8c3FsfGVufDB8fHx8MTcxMzMzNjMyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=11573&amp;h=7795&amp;fit=max 11573w,https:\/\/images.unsplash.com\/photo-1662027044921-6febc57a0c53?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8c3FsfGVufDB8fHx8MTcxMzMzNjMyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=8680&amp;h=5846&amp;fit=max 8680w,https:\/\/images.unsplash.com\/photo-1662027044921-6febc57a0c53?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8c3FsfGVufDB8fHx8MTcxMzMzNjMyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5786&amp;h=3897&amp;fit=max 5786w,https:\/\/images.unsplash.com\/photo-1662027044921-6febc57a0c53?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8c3FsfGVufDB8fHx8MTcxMzMzNjMyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2893&amp;h=1949&amp;fit=max 2893w,https:\/\/images.unsplash.com\/photo-1662027044921-6febc57a0c53?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8c3FsfGVufDB8fHx8MTcxMzMzNjMyNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=229&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 33vh, 73vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"This set of cheat sheets for data scientists provides quick and simple access to important data.\n","protected":false},"author":1,"featured_media":6840,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-7192","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data Scientist Cheat Sheet - Pickl.AI<\/title>\n<meta name=\"description\" content=\"This set of cheat sheets for data scientists provides quick and simple access to important data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.pickl.ai\/blog\/web-stories\/data-scientist-cheat-sheet\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Scientist Cheat Sheet\" \/>\n<meta property=\"og:description\" content=\"This set of cheat sheets for data scientists provides quick and simple access to important data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pickl.ai\/blog\/web-stories\/data-scientist-cheat-sheet\/\" \/>\n<meta property=\"og:site_name\" content=\"Pickl.AI\" \/>\n<meta property=\"og:image\" 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