{"id":10647,"date":"2024-06-28T10:30:29","date_gmt":"2024-06-28T10:30:29","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=10647"},"modified":"2024-06-28T10:30:33","modified_gmt":"2024-06-28T10:30:33","slug":"privacy-preserving-data-analysis","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/privacy-preserving-data-analysis\/","title":{"rendered":"privacy-preserving data analysis"},"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\" rel=\"stylesheet\"\/><link 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title=\"privacy-preserving data analysis\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/11\/cropped-How-to-Perform-Data-Visualization-in-7-Steps.jpg\"><amp-story-page id=\"85c69595-31c4-4ec9-a23e-cc15177222e3\" 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:#0c2640\">\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-bcc9bbbe-3876-4eb9-ad1e-ffcc8044fe50\">\n<div style=\"position:absolute;width:237.03704%;height:100%;left:-68.51852%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1523961131990-5ea7c61b2107?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2048&amp;h=1536&amp;fit=max\" alt=\"geometric shape digital wallpaper\" srcSet=\"https:\/\/images.unsplash.com\/photo-1523961131990-5ea7c61b2107?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2048&amp;h=1536&amp;fit=max 2048w,https:\/\/images.unsplash.com\/photo-1523961131990-5ea7c61b2107?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1638&amp;h=1229&amp;fit=max 1638w,https:\/\/images.unsplash.com\/photo-1523961131990-5ea7c61b2107?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1228&amp;h=921&amp;fit=max 1228w,https:\/\/images.unsplash.com\/photo-1523961131990-5ea7c61b2107?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=819&amp;h=614&amp;fit=max 819w,https:\/\/images.unsplash.com\/photo-1523961131990-5ea7c61b2107?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=409&amp;h=307&amp;fit=max 409w,https:\/\/images.unsplash.com\/photo-1523961131990-5ea7c61b2107?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwzfHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=255&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 107vh, 238vw\" disable-inline-width=\"true\"><\/amp-img><\/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:11.40777%;top:3.72168%;width:77.6699%;height:22.97735%;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:0.625% 0.625% 0.625% 0.625% \/ 1.4084507042253522% 1.4084507042253522% 1.4084507042253522% 1.4084507042253522%\" id=\"el-44507229-868d-4d9c-9e54-ada4ad12e575\">\n<h1 id=\"privacy-preserving-data-analysis\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.17578125% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.647249em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ff5b5b\">Privacy-Preserving data <\/span><span style=\"font-weight: 700; color: #fff\">Analysis<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;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-a840f675-f80b-47aa-bc9a-d57301572364\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" 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=\"6c4406a0-4b9e-4b46-9be0-788dfd9250b1\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-fbadaaaa-d7a6-4dcc-987e-f2dcb4a68378\">\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:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;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-c9e50e3b-0d4c-4f1f-8b75-6056f9610c2a\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:21.60194%;top:34.95146%;width:56.31068%;height:11.48867%;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:0.8620689655172413% 0.8620689655172413% 0.8620689655172413% 0.8620689655172413% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-ab2fdd58-8acc-4764-b37b-f6bc1b959313\">\n<h2 id=\"why-is-privacy-important\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1818426724137931% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #4b1283\">Why is Privacy Important?<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.26214%;top:54.36893%;width:67.47573%;height:33.81877%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 0.9569377990430622% 0.9569377990430622% 0.9569377990430622% 0.9569377990430622%\" id=\"el-977a4ad0-545b-4820-86f3-42f6cc4f7db7\">\n<h3 id=\"our-data-reveal-details-about-our-health-finances-and-even-our-location-sharing-it-without-safeguards-can-lead-to-discrimination-identity-theft-and-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1264613309352518% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Our data reveal details about our health, finances, and even our location. Sharing it without safeguards can lead to discrimination, identity theft, and more.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:23.78641%;top:5.01618%;width:52.18447%;height:25.08091%;opacity:1\">\n<div id=\"anim-f4b676ed-caae-49f8-bfcb-3577db24c75b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-58318baf-d335-4f59-9303-8354f3642d4c\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\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-753e7fbc-b3ac-4270-8c8c-0a523a2e0db0\">\n<div style=\"position:absolute;width:108.13954%;height:100%;left:-4.06977%;top:0%\" data-leaf-element=\"true\"><amp-img 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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:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;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-f2020d06-fc18-4c75-84fa-0de97db9ecdb\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.26214%;top:56.14887%;width:67.47573%;height:19.25566%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 1.680672268907563% 1.680672268907563% 1.680672268907563% 1.680672268907563%\" id=\"el-f9839094-bcb3-42de-b450-ec977ac032a2\">\n<h3 id=\"we-want-the-benefits-of-data-analysis-but-we-also-want-to-keep-our-information-safe\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1264613309352518% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #4b1283\">We want the benefits of Data Analysis. But we also want to keep our information safe.<\/span><span style=\"font-weight: 700; color: #4b1283\">.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.26214%;top:36.56958%;width:67.47573%;height:11.48867%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-8bc5e4c2-67c8-4c64-a8f2-832f33e2fb9d\">\n<h2 id=\"the-challenge-balancing-needs\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15175359712230216% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #003bad\">The Challenge: Balancing Needs.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:23.78641%;top:5.01618%;width:52.18447%;height:25.08091%;opacity:1\">\n<div id=\"anim-e7d97de6-a8e0-4dd9-9355-b699c2e8737e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-be2e399a-ddc0-4db7-8fec-2babff703090\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\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-ba32928c-90e5-49d8-90df-8e4a4071067f\">\n<div style=\"position:absolute;width:108.13954%;height:100%;left:-4.06977%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5760&amp;h=3840&amp;fit=max\" alt=\"Matrix movie still\" srcSet=\"https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5760&amp;h=3840&amp;fit=max 5760w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4608&amp;h=3072&amp;fit=max 4608w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3456&amp;h=2304&amp;fit=max 3456w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2304&amp;h=1536&amp;fit=max 2304w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1152&amp;h=768&amp;fit=max 1152w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 23vh, 52vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:32.28155%;top:83.00971%;width:43.68932%;height:5.66343%;opacity:1\">\n<div id=\"anim-05fba272-adff-46ee-90bd-68dc9fd0a70d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-9b3944a6-cc06-478d-80c8-612cec2b8f2d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% \/ 5.714285714285714% 5.714285714285714% 5.714285714285714% 5.714285714285714%\" id=\"el-c72341d3-b69d-4669-8031-5225f04459d5\"><a href=\"https:\/\/pickl.ai\/blog\/impact-of-data-analytics-in-sustainable-energy-solutions\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"read-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.234375% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Read more<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"6b8a096b-2861-48a4-aabc-d1cd7591a42a\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a17eaaa1-2a3c-4c8e-bfd9-0ab687159210\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-da4d5469-3d4d-4272-9536-ef03a3a08728\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-9d864229-4411-466e-9ac6-19614bd67d31\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-7c231c97-4fea-4c51-9b2e-c8f563b72712\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#000\">\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-ea3ab4a4-2cf9-42d9-bb8a-86dc8bc3c975\">\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:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;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-6d454c43-9cb6-4bd2-b134-02a9123c89d8\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.26214%;top:50%;width:67.47573%;height:33.81877%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 0.9569377990430622% 0.9569377990430622% 0.9569377990430622% 0.9569377990430622%\" id=\"el-82709fb5-56c8-46ae-ad0b-bfdee9ccfc59\">\n<h3 id=\"this-cutting-edge-technique-adds-noise-to-data-before-analysis-the-results-are-statistically-accurate-but-individual-details-are-obscured\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1264613309352518% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ff5b5b\">This cutting-edge technique adds noise to data before analysis.<\/span><br \/>\n<span style=\"font-weight: 700; color: #ff5b5b\">The results are statistically accurate, but individual details are obscured.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.50485%;top:35.27508%;width:67.47573%;height:11.48867%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-5ca8bf3a-8fe1-4696-862a-8391c040bdf8\">\n<h2 id=\"enter-differential-privacy\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15175359712230216% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Enter Differential Privacy<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:24.02913%;top:3.55987%;width:52.18447%;height:25.08091%;opacity:1\">\n<div id=\"anim-a17eaaa1-2a3c-4c8e-bfd9-0ab687159210\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-da4d5469-3d4d-4272-9536-ef03a3a08728\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\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-f437dcd9-f70a-4c67-906d-291cfa50fedc\">\n<div style=\"position:absolute;width:100.16886%;height:100%;left:-0.08443%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2947&amp;h=2121&amp;fit=max\" alt=\"turned on monitoring screen\" 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1178w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=589&amp;h=424&amp;fit=max 589w,https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw2fHxkYXRhfGVufDB8fHx8MTcxOTU0NDc4NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=245&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 23vh, 52vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:28.15534%;top:87.05502%;width:43.68932%;height:5.82524%;opacity:1\">\n<div id=\"anim-9d864229-4411-466e-9ac6-19614bd67d31\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-7c231c97-4fea-4c51-9b2e-c8f563b72712\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% \/ 5.555555555555555% 5.555555555555555% 5.555555555555555% 5.555555555555555%\" id=\"el-a594a69e-6b41-4f0b-85a1-77fa940543a3\"><a href=\"https:\/\/pickl.ai\/blog\/master-data-analytics-earn-your-online-certification-today\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"read-more-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.234375% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Read more<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"67b578a7-7eb7-42d8-80e5-d46540c3923a\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-8766acde-4e3c-4b0b-a8b6-dcaf67d5746e\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#ff99ac\">\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-ffbba587-d26c-45ee-9499-c7e581f6f916\">\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:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;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-54294306-9858-4656-8dfe-229ab474975d\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.26214%;top:49.02913%;width:67.47573%;height:33.81877%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 0.9569377990430622% 0.9569377990430622% 0.9569377990430622% 0.9569377990430622%\" id=\"el-8c2034a2-091e-4ea7-b726-e1ffffd466f1\">\n<h3 id=\"secure-multi-party-computation-and-homomorphic-encryption-these-allow-analysis-without-revealing-the-raw-data-itself\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1264613309352518% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #003bad\">Secure multi-party computation and homomorphic encryption.<\/span><br \/>\n<span style=\"font-weight: 700; color: #003bad\">These allow analysis without revealing the raw data itself.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.50485%;top:33.49515%;width:67.47573%;height:11.48867%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-f2557db5-d8a6-40b9-b1e4-0e41f06214f7\">\n<h2 id=\"beyond-differential-privacy\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15175359712230216% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Beyond Differential Privacy<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:24.02913%;top:3.55987%;width:52.18447%;height:25.08091%;opacity:1\">\n<div id=\"anim-8766acde-4e3c-4b0b-a8b6-dcaf67d5746e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-39eae6e1-aeda-493a-a625-0b2a37bfb425\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\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-b91a9f21-20d5-44d8-8781-4f2d46dfa058\">\n<div style=\"position:absolute;width:108.13954%;height:100%;left:-4.06977%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3999&amp;h=2666&amp;fit=max\" alt=\"black and silver laptop computer\" srcSet=\"https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3999&amp;h=2666&amp;fit=max 3999w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3199&amp;h=2133&amp;fit=max 3199w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2399&amp;h=1599&amp;fit=max 2399w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1599&amp;h=1066&amp;fit=max 1599w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=799&amp;h=533&amp;fit=max 799w,https:\/\/images.unsplash.com\/photo-1591696205602-2f950c417cb9?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 23vh, 52vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:28.39806%;top:87.05502%;width:43.68932%;height:5.82524%;opacity:1\">\n<div id=\"anim-6dec5c1f-e40f-4f16-97ab-7f9bbfe47389\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-03f2d825-d004-414a-b53f-404fad36865e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% \/ 5.555555555555555% 5.555555555555555% 5.555555555555555% 5.555555555555555%\" id=\"el-7b41ccc3-271f-4f46-8b5a-5f71ca7333aa\"><a href=\"https:\/\/pickl.ai\/blog\/data-analytics-tutorial-mastering-types-of-statistical-sampling\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"read-more-3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.234375% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Read more<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"11f3b8ab-0f6a-446c-9639-a77e87090ee3\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b323ab5d-9512-4dbb-b043-0827d121e000\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-2d52cd81-e168-44bc-b311-8039f8dbf527\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#ffffb7\">\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-2c80d332-b8ad-4cfb-bb5e-f8f5271a5edc\">\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:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;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-f0fbf684-7f4d-41a5-8654-db8088dd7a82\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:60.35599%;width:67.47573%;height:19.25566%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 1.680672268907563% 1.680672268907563% 1.680672268907563% 1.680672268907563%\" id=\"el-00c5163c-727d-4613-8189-eacda163812c\">\n<h3 id=\"as-data-collection-grows-so-will-the-need-for-robust-privacy-preserving-methods\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1264613309352518% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #4b1283\">As data collection grows, so will the need for robust privacy-preserving methods.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.50485%;top:36.73139%;width:67.47573%;height:17.47573%;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:0.7194244604316548% 0.7194244604316548% 0.7194244604316548% 0.7194244604316548% \/ 1.8518518518518516% 1.8518518518518516% 1.8518518518518516% 1.8518518518518516%\" id=\"el-7593b22e-26da-4447-93c0-f818c6f77e34\">\n<h2 id=\"the-future-of-privacy-preserving-analysis\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15175359712230216% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">The Future of Privacy-Preserving Analysis<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:24.02913%;top:3.55987%;width:52.18447%;height:25.08091%;opacity:1\">\n<div id=\"anim-b323ab5d-9512-4dbb-b043-0827d121e000\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-2d52cd81-e168-44bc-b311-8039f8dbf527\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\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-15ca63d4-a181-4993-b393-9dc48952ce27\">\n<div style=\"position:absolute;width:108.13954%;height:100%;left:-4.06977%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5184&amp;h=3456&amp;fit=max\" alt=\"shallow focus photography of computer codes\" srcSet=\"https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5184&amp;h=3456&amp;fit=max 5184w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4147&amp;h=2765&amp;fit=max 4147w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3110&amp;h=2073&amp;fit=max 3110w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2073&amp;h=1382&amp;fit=max 2073w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1036&amp;h=691&amp;fit=max 1036w,https:\/\/images.unsplash.com\/photo-1555949963-ff9fe0c870eb?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNHx8ZGF0YXxlbnwwfHx8fDE3MTk1NDQ3ODR8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 23vh, 52vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"264e674b-7662-4d9e-a6b7-8dc11fd708af\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-8da3d9a0-b2c7-44d2-bef9-465324cca643\">\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:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;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-cfc4ec57-d620-4d10-8520-1201899fec1e\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" 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