[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-7-best-technologies-that-could-replace-data-science-in-2023":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":97,"popular_news":163,"categories":234},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":69,"links":81,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"category":91},"7 Best Technologies that could Replace Data Science in 2023","Data science is both the theory and practice of ideas like predictive analytics, big data, and artificial intelligence.","Data science is both the theory and practice of ideas like predictive analytics, big data, artificial intelligence.","Best Technologies that could Replace Data Science in 2022","\u003Cp>Hello!\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-1/0-fi-17.webp\" type=\"image/webp\">\u003Cimg alt=\"7 Best Technologies that could Replace Data Science in 2023\" class=\"image-align-left\" height=\"185\" src=\"https://cdn.quasa.io/photos/foto-1/0-fi-17.jpg\" width=\"300\" />\u003C/picture>\u003Ca href=\"https://quasa.io/media/top-ways-to-choose-the-best-data-science-course-for-you\">Data science\u003C/a> is both the theory and practice of ideas like predictive analytics, big data, and \u003Ca href=\"https://quasa.io/media/artificial-intelligence-digital-marketing-s-benefits\">artificial intelligence\u003C/a>. \u003Ca href=\"https://quasa.io/media/10-best-data-science-questions-for-beginners\">Data science\u003C/a> is a key skill in business and commerce. It can be done through both online and on-the-job training. This is a list of top technologies that will replace \u003Ca href=\"https://quasa.io/media/top-6-data-science-jobs-in-the-data-driven-industry\">data science\u003C/a> by 2023.\u003C/p>\n\n\u003Ch4>7 Best Technologies that could Replace Data Science in 2022\u003C/h4>\n\n\u003Ch3>1. Small Data and TinyML\u003C/h3>\n\n\u003Cp>It is crucial to analyze and collect the huge amount of digital data generated every day. This is called big data. It can also be very large because of the MLalgorithms that we use to process it.\u003C/p>\n\n\u003Cp>GPT-3 is the most complex and largest system capable of modeling human language. It is composed of approximately 175 billion parameters.\u003C/p>\n\n\u003Ch3>2. Data-Driven Customer Experience\u003C/h3>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-16/u-1.webp\" type=\"image/webp\">\u003Cimg alt=\"7 Best Technologies that could Replace Data Science in 2023\" class=\"image-align-left\" height=\"171\" src=\"https://cdn.quasa.io/photos/foto-16/u-1.jpeg\" width=\"294\" />\u003C/picture>It is all about how businesses use our data to offer us more valuable, worthwhile, and \u003Ca href=\"https://quasa.io/media/artificial-intelligence-ai-to-using-emotion-to-improve-the-customer-experience-increase-sales\">enjoyable experiences\u003C/a>.\u003C/p>\n\n\u003Cp>This includes reducing friction and hassles in eCommerce, front-ends of the software we use, and more user-friendly interfaces. We also spend less time on hold or being transferred between departments when we contact customer service.\u003C/p>\n\n\u003Ch3>3. Deepfakes, artificial intelligence, and synthetic data\u003C/h3>\n\n\u003Cp>Many industries use it because of trends like deepfakes and artificial intelligence. It is used to create synthetic data that can be used to train other machine learning algorithms. It is possible to create synthetic faces from people who have never existed in order to train facial recognition algorithms without worrying about privacy.\u003C/p>\n\n\u003Ch3>4. Convergence\u003C/h3>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-16/u-6.webp\" type=\"image/webp\">\u003Cimg alt=\"7 Best Technologies that could Replace Data Science in 2023\" class=\"image-align-left\" height=\"172\" src=\"https://cdn.quasa.io/photos/foto-16/u-6.jpeg\" width=\"293\" />\u003C/picture>Digital transformation is based on the latest tech trends like AI, IoT, and \u003Ca href=\"https://quasa.io/media/cloud-computing-vs-edge-computing-which-is-the-most-effective\">cloud computing\u003C/a>.\u003C/p>\n\n\u003Cp>Data is the primary source of results. These technologies can be used separately or combined to make a bigger impact. These transformative technologies will be merged to create more data science work in 2022.\u003C/p>\n\n\u003Ch3>5. Automated Machine Learning\u003C/h3>\n\n\u003Cp>The democratization of data science is a hot trend. The majority of data science will be occupied with data preparation and cleansing tasks, which require data skills.\u003C/p>\n\n\u003Cp>These are repetitive and tedious. AutoML is a way to automate tasks, build models, create algorithms and use neural networks. To apply \u003Ca href=\"https://quasa.io/media/are-your-data-quality-enough-to-support-machine-learning-ai-plans\">ML\u003C/a> using simple interfaces that are easy to use and keep the inner workings ML hidden.\u003C/p>\n\n\u003Ch3>6. AI Engineering\u003C/h3>\n\n\u003Cp>AI engineering is a technology discipline that develops tools, systems and processes that allow AI to be applied in real-world situations.\u003C/p>\n\n\u003Cp>IT leaders may lack the necessary engineering skills and discipline to integrate AI, despite increasing computing power and data. Enterprises that invest in AI assets in the future will likely see an increase in their value.\u003C/p>\n\n\u003Ch3>7. Internet of Behaviours\u003C/h3>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-16/u-7.webp\" type=\"image/webp\">\u003Cimg alt=\"7 Best Technologies that could Replace Data Science in 2023\" class=\"image-align-left\" height=\"169\" src=\"https://cdn.quasa.io/photos/foto-16/u-7.jpeg\" width=\"300\" />\u003C/picture>IoT can be thought of as an extension of the internet-of-things in that it provides more insight into how consumers engage in the buying process.\u003C/p>\n\n\u003Cp>It involves the psychological analysis of data after it has been collected, including big data, BI and CDP, from IoT as well as from other sources online.\u003C/p>\n\n\u003Cp>This emerging technology is designed to help companies improve user engagement and enhance the client experience in a meaningful way.\u003C/p>\n\n\u003Cp>Experts believe that at least 50% of the world’s population has been exposed to IoB programs from either private companies or government agencies. It could become a mainstream technology in the next few years.\u003C/p>\n\n\u003Cp>\u003Cstrong>Also read:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/exploring-franchising-as-a-retirement-investment\">Exploring Franchising as a Retirement Investment\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/night-owls-have-superior-cognitive-function-study-finds\">Night Owls Have Superior Cognitive Function, Study Finds\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/distracted-driving-tool-shows-just-how-far-you-can-travel-while-texting\">Distracted driving tool shows just how far you can travel while texting\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>Thank you!\u003Cbr />\nJoin us on social networks!\u003Cbr />\nSee you!\u003C/p>","7-best-technologies-that-could-replace-data-science-in-2023","2022-10-26T14:50:17.000000Z","2022-10-27T06:30:00.000000Z","27.10.2022",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/Tftb52rHttzl6tOr8DKJvVMpPD8NIDc1viPspWeS.jpg","https://cdn.quasa.io/images/news/Tftb52rHttzl6tOr8DKJvVMpPD8NIDc1viPspWeS.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Tftb52rHttzl6tOr8DKJvVMpPD8NIDc1viPspWeS.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Tftb52rHttzl6tOr8DKJvVMpPD8NIDc1viPspWeS.webp","small",null,1904,0,"en",{"id":69,"title":65,"slug":66,"meta_title":92,"meta_description":93,"meta_keywords":94,"deleted_at":87,"created_at":95,"updated_at":96,"lang":90},"Business Growth Hacks: AI Startups, Solo Ventures & Strategy | QUASA","Business is a battlefield. In QUASA MEDIA you will find all the most useful articles on how to do business and not screw up.","Business, earn money, business strategy, business process","2021-08-03T10:59:17.000000Z","2026-04-22T15:18:15.000000Z",[98,113,124,137,150],{"title":99,"description":100,"slug":101,"created_at":102,"publish_at":103,"formatted_created_at":104,"category":105,"links":106,"view_type":86,"video_url":87,"views":111,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"Dwarkesh Patel Is Hiring a Researcher — And He’s Paying $20,000 for the Best Answers to These Four Brutal AI Questions","If you’re seriously into AI, you should already be subscribed to Dwarkesh Patel’s newsletter (dwarkesh.com). He’s widely considered the #1 podcaster in the AI space right now — thoughtful, deeply prepared, and consistently landing the most interesting guests.","dwarkesh-patel-is-hiring-a-researcher-and-he-s-paying-20-000-for-the-best-answers-to-these-four-brutal-ai-questions","2026-04-27T13:04:42.000000Z","2026-05-01T11:54:00.000000Z","01.05.2026",{"title":19,"slug":20},{"image":107,"image_webp":108,"thumb":109,"thumb_webp":110},"https://cdn.quasa.io/images/news/dVcXHgZjgg7VNZc8YEF3bhhDxv52342bd4cCJY4E.jpg","https://cdn.quasa.io/images/news/dVcXHgZjgg7VNZc8YEF3bhhDxv52342bd4cCJY4E.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/dVcXHgZjgg7VNZc8YEF3bhhDxv52342bd4cCJY4E.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/dVcXHgZjgg7VNZc8YEF3bhhDxv52342bd4cCJY4E.webp",30,false,{"title":114,"description":115,"slug":116,"created_at":117,"publish_at":117,"formatted_created_at":104,"category":118,"links":119,"view_type":86,"video_url":87,"views":111,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"What Will Be Scarce in the Age of AI","The economy was never a fixed pie to be divided. As abundance arrives in one domain, human preferences and mimetic desires push demand into new, still-scarce territory.","what-will-be-scarce-in-the-age-of-ai","2026-05-01T11:32:27.000000Z",{"title":19,"slug":20},{"image":120,"image_webp":121,"thumb":122,"thumb_webp":123},"https://cdn.quasa.io/images/news/WnVrqsbWvXE0aLN8FvWEVrOFFX5vRKpAdLTfZeIl.jpg","https://cdn.quasa.io/images/news/WnVrqsbWvXE0aLN8FvWEVrOFFX5vRKpAdLTfZeIl.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/WnVrqsbWvXE0aLN8FvWEVrOFFX5vRKpAdLTfZeIl.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/WnVrqsbWvXE0aLN8FvWEVrOFFX5vRKpAdLTfZeIl.webp",{"title":125,"description":126,"slug":127,"created_at":128,"publish_at":129,"formatted_created_at":104,"category":130,"links":131,"view_type":86,"video_url":87,"views":136,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"China Moves to Block US Capital in Its AI Startups: The New Wall Around Tech Talent and Technology","In a significant escalation of its tech decoupling strategy, China is now actively discouraging its leading AI companies from accepting American investment without explicit government approval.","china-moves-to-block-us-capital-in-its-ai-startups-the-new-wall-around-tech-talent-and-technology","2026-04-27T12:48:51.000000Z","2026-05-01T09:37:00.000000Z",{"title":47,"slug":48},{"image":132,"image_webp":133,"thumb":134,"thumb_webp":135},"https://cdn.quasa.io/images/news/gEphiDk7qL4BaVI4Xr2sqBmNiBrg9ly1fGiGa4SZ.jpg","https://cdn.quasa.io/images/news/gEphiDk7qL4BaVI4Xr2sqBmNiBrg9ly1fGiGa4SZ.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gEphiDk7qL4BaVI4Xr2sqBmNiBrg9ly1fGiGa4SZ.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gEphiDk7qL4BaVI4Xr2sqBmNiBrg9ly1fGiGa4SZ.webp",43,{"title":138,"description":139,"slug":140,"created_at":141,"publish_at":142,"formatted_created_at":104,"category":143,"links":144,"view_type":86,"video_url":87,"views":149,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"Why “This New Model Fixed a Bug the Old One Couldn’t” Is Rarely the Story You Think It Is","The smartest move is almost always the boring one: keep using what works reliably for you, and only switch when the evidence becomes overwhelming in your own daily work — not because one shiny example went viral.","why-this-new-model-fixed-a-bug-the-old-one-couldn-t-is-rarely-the-story-you-think-it-is","2026-04-27T12:29:59.000000Z","2026-05-01T06:24:00.000000Z",{"title":47,"slug":48},{"image":145,"image_webp":146,"thumb":147,"thumb_webp":148},"https://cdn.quasa.io/images/news/z2svOg0zAq8BEjPUqjYbnaraNjhHg2Ayio2rPISc.jpg","https://cdn.quasa.io/images/news/z2svOg0zAq8BEjPUqjYbnaraNjhHg2Ayio2rPISc.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/z2svOg0zAq8BEjPUqjYbnaraNjhHg2Ayio2rPISc.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/z2svOg0zAq8BEjPUqjYbnaraNjhHg2Ayio2rPISc.webp",59,{"title":151,"description":152,"slug":153,"created_at":154,"publish_at":155,"formatted_created_at":104,"category":156,"links":157,"view_type":86,"video_url":87,"views":162,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"From AI Backlash to Iron Man Suits: How Google Cloud’s Jack Buser Sees Generative AI as the Game Industry’s Lifeline","For years, the mere mention of AI in game development has triggered an almost visceral reaction in the gaming community.","from-ai-backlash-to-iron-man-suits-how-google-cloud-s-jack-buser-sees-generative-ai-as-the-game-industry-s-lifeline","2026-04-27T11:56:42.000000Z","2026-05-01T03:48:00.000000Z",{"title":43,"slug":44},{"image":158,"image_webp":159,"thumb":160,"thumb_webp":161},"https://cdn.quasa.io/images/news/czzxqO2XHdjmW2CiRWQeTvCOx7Xza0cvHOpxMq0B.jpg","https://cdn.quasa.io/images/news/czzxqO2XHdjmW2CiRWQeTvCOx7Xza0cvHOpxMq0B.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/czzxqO2XHdjmW2CiRWQeTvCOx7Xza0cvHOpxMq0B.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/czzxqO2XHdjmW2CiRWQeTvCOx7Xza0cvHOpxMq0B.webp",72,[164,177,193,205,220],{"title":165,"description":166,"slug":167,"created_at":168,"publish_at":169,"formatted_created_at":170,"category":171,"links":172,"view_type":86,"video_url":87,"views":175,"likes":176,"lang":90,"comments_count":89,"is_pinned":112},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":173,"image_webp":87,"thumb":174,"thumb_webp":174},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",72382,2,{"title":178,"description":179,"slug":180,"created_at":181,"publish_at":182,"formatted_created_at":183,"category":184,"links":185,"view_type":190,"video_url":87,"views":191,"likes":192,"lang":90,"comments_count":89,"is_pinned":112},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":186,"image_webp":187,"thumb":188,"thumb_webp":189},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","large",72167,4,{"title":194,"description":195,"slug":196,"created_at":197,"publish_at":198,"formatted_created_at":199,"category":200,"links":201,"view_type":86,"video_url":87,"views":204,"likes":192,"lang":90,"comments_count":89,"is_pinned":112},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":202,"image_webp":87,"thumb":203,"thumb_webp":203},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",69742,{"title":206,"description":207,"slug":208,"created_at":209,"publish_at":210,"formatted_created_at":211,"category":212,"links":213,"view_type":86,"video_url":87,"views":218,"likes":176,"lang":90,"comments_count":219,"is_pinned":112},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":214,"image_webp":215,"thumb":216,"thumb_webp":217},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",43622,1,{"title":221,"description":222,"slug":223,"created_at":224,"publish_at":225,"formatted_created_at":226,"category":227,"links":228,"view_type":190,"video_url":87,"views":233,"likes":176,"lang":90,"comments_count":89,"is_pinned":112},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":229,"image_webp":230,"thumb":231,"thumb_webp":232},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",42629,[235,236,237,238,239,240,241,242,243,244,245,246,247],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]