{"id":144316,"date":"2022-12-06T14:13:02","date_gmt":"2022-12-06T13:13:02","guid":{"rendered":"http:\/\/konor.vilaga.eu\/?p=144316"},"modified":"2026-05-28T12:41:23","modified_gmt":"2026-05-28T10:41:23","slug":"unity-catalog-best-practices-databricks-on-aws-2","status":"publish","type":"post","link":"http:\/\/konor.vilaga.eu\/index.php\/2022\/12\/06\/unity-catalog-best-practices-databricks-on-aws-2\/","title":{"rendered":"Unity Catalog best practices Databricks on AWS"},"content":{"rendered":"<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"253px\" alt=\"data governance best practices\"\/><\/p>\n<p><p>According to TDWI, only 36% of data leaders prioritize governance for business intelligence and analytics. That\u2019s a missed opportunity \u2014 especially in a world where better data drives better decisions. And you must always make sure that all data practices and processes are compliant with all relevant regulations and standards. For each operational task that involves data in some way, there must be a data policy that clearly identifies and defines everything related to that data. For example, a finance team will need a data policy that covers areas such as how finance data is collected, stored, used, and disposed of.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"256px\" alt=\"data governance best practices\"\/><\/p>\n<p><h2>Translating data science capabilities into business ROI<\/h2>\n<\/p>\n<p><div style='text-align:center'><iframe width='563' height='317' src='https:\/\/www.youtube.com\/embed\/C7xzYlCvgt8' frameborder='0' alt='data governance best practices' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>Best practices provide guardrails that align governance with business strategy, improve adoption, and deliver measurable value. Start by defining 3\u20135 measurable KPIs (e.g., % of governed assets, policy compliance rates) and reviewing them quarterly with  stakeholders. For example, users could query data definitions in Slack or trace lineage in Looker without leaving their workflow. Start by treating each data domain as a product, and its consumers (analysts, scientists, and business managers) as customers. Start by asking teams how they envision your organization\u2019s data culture evolving over the next 12\u201318 months.<\/p>\n<\/p>\n<p><h2>Think with the big picture in mind, but start small<\/h2>\n<\/p>\n<p><p>Transparency helps stakeholders understand how AI systems are built and how they influence outcomes. This doesn\u2019t mean demanding full visibility into a vendor\u2019s proprietary model architecture or training data, as closed model providers typically don\u2019t disclose those details. Instead, transparency focuses on what an organization can control and document. Master Data Management (MDM) tools are commonly used in data governance projects, to define a business glossary which is a single point of reference for critical business data. MDM tools help define official data types, categories and values\u2014for example, an official list of product catalog numbers\u2014and manage business workflows related to this Master Data.<\/p>\n<\/p>\n<p><h2>Unify data and AI management\u200b<\/h2>\n<\/p>\n<p><p>Even with a framework in place, governance only works if it&#8217;s practiced consistently. These best practices translate the framework into actionable steps and quick wins you can apply to existing Power BI environments. Each area includes a short checklist you can use to validate maturity and prioritize improvements.<\/p>\n<\/p>\n<p><p>Review progress quarterly, refine policies, and expand ownership and automation as maturity grows. Use automated discovery and lineage to map your data landscape, then assign clear owners and stewards. Apply stricter <a href=\"https:\/\/www.inrecognition.org\/what-are-the-business-applications-of-3d-printing\/\">https:\/\/www.inrecognition.org\/what-are-the-business-applications-of-3d-printing\/<\/a> oversight to your \u201ccrown jewel\u201d data, where mistakes have the biggest business impact.<\/p>\n<\/p>\n<p><p>This helps to prevent data duplication, which can be problematic as it costs money to persist them, and may lead to governance challenges at different security levels. A data catalog is typically the centerpiece of the governance technology stack, serving as the single source of truth for data asset metadata across the organization. Enterprise data governance is a formal framework of policies, processes, roles, and technologies designed to manage an organization&#8217;s data assets across their entire lifecycle. It defines how data is collected, stored, accessed, protected, and used \u2014 and by whom. A mature data governance framework establishes clear accountability, ensures data quality and consistency, enforces data security measures, and aligns data-related activities with business strategy.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='564' height='311' src='https:\/\/www.youtube.com\/embed\/kiYPjNj9AmU' frameborder='0' alt='data governance best practices' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>The heart of a data governance framework is the team, made up of data governance experts, data stewards, and other key staff from business and IT. They&nbsp;build and manage the processes that handle the company&#8217;s data governance requirements. It ties into areas like data quality, security, metadata management, and data warehousing. The biggest question in today\u2019s&nbsp;data management landscape is how to tame the sprawling data ecosystem and transform it into a strategic asset. The answer lies in the power of effective data governance \u2013 an advanced framework that guides organizations in achieving data integrity, security, and value extraction on a scale never witnessed before. A rising regulatory landscape and mounting breach costs make disciplined data governance and compliance essential.<\/p>\n<\/p>\n<p><h2>What are the four pillars of a solid data governance framework?<\/h2>\n<\/p>\n<p><p>These policies ensure only authorized personnel can interact with sensitive  data or initiate model retraining. Moreover, access logs and periodic audits help enforce accountability and flag unusual behavior. Define KPIs such as data quality improvements, adoption rates, and reduction in compliance risks.<\/p>\n<\/p>\n<p><p>Governance applies to AI systems as a whole, including data, prompts, workflows, human decision points and downstream applications, not <a href=\"https:\/\/mosesolmos.com\/why-you-should-give-preference-to-voice-tag-lab-the-main-advantages-of-the-company.html\">https:\/\/mosesolmos.com\/why-you-should-give-preference-to-voice-tag-lab-the-main-advantages-of-the-company.html<\/a> just to individual models. Many enterprise risks emerge from how these components interact, rather than from the model itself. AI governance best practices are grounded in a consistent set of foundational principles. These principles guide decisions across the AI lifecycle and provide a shared framework for teams with different responsibilities. Access management includes a set of tools and practices that enable organizations to control only authorized users&#8217; access to the data.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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0lzvDdwaPJCqXCt+FjYwsWbq15ECJZYOKMrJNhEmqRNrBrcrOKuaMt2iapY6BIo8kOaeOGLCrLMLLG1t55ubts9NKsbCO7xlpUdazt8aGWa+OW5IbDOMRRpLxR3y3nJz+JjevDvcjqztbkjk5fErbnLFoU11SjdzMtoiQorb4bBoYjL+SmK\/c8b46WUids98abkVRc5DTkbtsJHkZr98BvOgLLckMtoaSJ5oWZoiSW+SlCwBWiJkmvlpLxIy3a25tCnrLCUhSu1jEVeFfWWe72bBEw5WxhaW4VjXxK3KzayyJpI5HlZaBiTOjR08WVo83wpUSzLhElkWwOf3jarx5LN3rSn050AAaS3lnvMnhFdnNDYZHKzEufmgKOdLEJMsQkmVRESkQDlKa9YyyJYCJKmwsdlXK7tC4GEu228mW435VPwv9pocklJTRUmirFKvZTy2E9J4Xtdo9ZPGjZ405u6Qz0D8r2zk+A141kIpzaL2tdJzHVq4ZVr32\/f\/wCPWddqfEcrjq4u7rDV7O0znYtRY2K7iQgA17sqLdNvNOTEyMl6X05+A558+rXTWcU3RsEVgarJ9E5MZaMl6Zyb9UR2Po1E0E0DKWMtoiYqXLHXzc2piTeXkxUIAJHV+9upRMR7brSvXtn3u7l7pXZwhZHfWp3PQ2r7vRGajy1p\/I63qnTdpqrFSY6Z5p3M1Ttn6za74a+Qkj7I8rbLVZ25tCiO1t8dlrkJIqhmQoTBE7JSJ2ZSaVoiStFuVtjFRWJWnO2xiC9yzz8ElELXLLfgkp6IhVQm2aGIjGvTYNGfrCToEHzQ2BK0R5IZeSFWvd80oc6SR\/Cx1BZEqisb+FiQ2sciTR8lyvciVFE1SMO967b6FZllAAok5\/LI8rcmvaM\/WbuRZ8rDREqlRtY7vFgRK+ibCOeGKy5ujYAGqlp5kz\/nBVFDcLzxIostMes3SO+vDXzlq7ny0kIo5Hx0yzaos9zaGJHo747Iy9WXE182jubQr8IiWu7OaGqiWZWiKwNCwR3eK+iWWO7xykywAVoITXyKJsAsiCjlTtExCzXPG7m7KysSWRAAAAAqAADc2rOu7QuFvMttuxsvsps8Kn4RM9btHjOYaN3jPm7pDPQ+iPF53fV8u\/fWbizXm2rhrx7L6Pwp03V2N7xD3uHrG+y9k+pKWF34RN6Un+o68CYhPlz0qAAD9oQu1trQyya3me+Su++Lte4fSnPw3asO8l90y4qC60NdrN3yjw\/0pLnemcmN0RKo7TVVuK8XFzmajujXA\/Vo3dOaV+wIs3bzvkw5c+jE5bKQAHCbyea+RWNsssYjuN3xoemNl433VUkVjFSZkLvfWbvcjdtCss3JGKHfYnW31mqkWb0tYySPe6r9zUnOP1HnZb1odkEo0byPdGvyXrwy2kObDJJUSW8y4YRJmGjNlvbZkZaKJieOCGqM1F7BWml1bnyJ505ZTLYiJ2anJNsAJUQEQBKRALAap2zZPCHczLySXJA1RltAqzIc5kz8ba9OFWwdvOSFKWW5WbWWmIT43a9OaVZ5C\/G7UjL1IeiywbMlm0StLXUy+N\/1pl+\/eE+ddAVSbXJIkUdzNIrfkL6G6Ilb8ZfFDomNTcMlvktuRsI7vGqdzDJ4733rQ66f\/wDUS++v\/wCEfpyotbREsCTw517\/AB96G1\/SkKt7TTz0XoAOoExylG9rn9M\/QF7tme98jTffGPDgbUAAaq52e+NDnSx1pZE51Nxu5uwqr4JViLOJOQABUAIkQJTZ25cD2259vLNK1z2y\/Bw91T82awEZYt6lafVe3nltp6Tw\/B7Rj5JnLtW8w0pyd0hnoEtTjmr\/AHlpKNXNoPq7dJvXeGe3zfhU\/wDj1nY9h8WzWN8Lu6wvZ2k87FqLGxXb8ABq3Za15eaN1Tbu7Jnzh0W+OZ7m0bMmhpbUZ75RxM\/YIfRlgrTYYN7Ny9zRqPXl3X4ADWuAKo73UAdPOhyo16rN6zryQZxsCJ0z3uplUm+rEmtPsvJW5kqKJtSLOPTzw6r8jarJ4730i6w+s3S0kyNetPEjf5NUtGvTXqrfPGp7E6mS1hbt1oaxFyQ7aUj9G05Nxu75umsnm70143jS\/wB8dUCwlhr3uLD+5dR\/D6UiouWfRS6+8NvdqppOFUs3KVYdriu0cbC3e3z365eoIzB7zxs1e9XfWN1fZjWk1UoDRtOQtbRV0rltfQbZKWWlSiqlMrblJKpJcbxXFKbOHhPKuCuq5jHrAvF2WF1qaMghHaXuXkq4cJNWLWvDXYor3+Cle5HOyd7UZJ4S74d2xZ6nprK4JWmtf8zBQM5BRtKrvloSV3ndEqU25qiSqSVapfRUO+dSlwEd3FP3Fi5c1uwknZ7uKcwSCD3LdK79RZqrmZSnyXhe\/wBo42DvbwxnEJ3XH3VlxA1fetz3EekH+H13W47i+3nuXnelLNZfU59aW\/YBC5WtvQlsIOabUELjlN2dLJ+TKSSV\/SkqQks3N5KkVjYQdyPYf5038wWnGzAnEzV+uv3m4o29SNfukKrsXDdxmtXadOCqiSpRmjP1mWi6gi8ZPGm+kWcyPcuEWFGBWqhq+29j9rA2n75rvudBJeEg126SuVmpVVSpRNXiqK5XGrLK9x4advuv8aHVIrZuJ5pQ2JOrHbbyzndchZui4SdKaKXkylUcpb68oDxOiDf33L2zMXtMzVi27SDgHT5VeKiqL5m6Njt9j6gGs1eUChcdLejIJBxSlUW86+3VyqlX5NJJXK+1A8o3PPPWfImZVFrkmvTHR1THvA\/EzCS9I2zsRbepBvpVfIQcLuOQrJZvdc1LwRoMfNXzE3VyumOs\/FJpF58oxo+YrMl95brJVVy+6V4QOdLTD30x105irLPfTDsuHuqliZiRhRcWM8Q8g2tsWvm76u+Wy1e5ZuUlxXGq9y6U2mCWpVjLrBVXphzE\/g9tXj5V9yVikr5rN8L9kB57WIj1Ri51PfHHBWCrcl3xTWTgqcLiUg195TaetWndtn9BocONUC9MVLJuvECz9rmHsznyGfylbis3iksrjQPN6xEepLu1J7\/w8lrCtm+bfax0viM43aJYrvuMRVzUk+U5Xcqccl2u\/tOgR3Ux8c3d3SVmoWpA0rF0SqvKryylGOYqlRTLSU7qqpTbTwPAB4gB6Zxk1V7ywAlG0NiLZDZt10zNyeoL1ctnVdm1SialeGldlacFfKXDB7UexmxqgKXLaFjQcZAPK8nlZVZNskr9F4WnRAeNibJPXONuqpizq+tG7y+7Sa9aHVMhCVil95bUU81s8D2hZ2q1jNfeGdcWbQt5rJxGjK0ikWCC\/LlXOaml3L7SvhgPJaMa99EddASowM18UOj3JeXU9dZmzrWcXg8t2Mk0GzerhdjEyu9PkUqd7LytitfUkee7fgpm7pWOtm3IlzJS8ovkMWLFDNVVVKpOS+9Wa9EJfeVNehtenPdyfU0dad3E0mutNstnFUc7cFpza62+a4Esr9MedZOwL+i700cNZS05JC5dJZJjoxeijnOaufN0Odqg4M7Z7m73J5zgtWHDz8LOWXpSB6plupZ62cw1987KItls4dI51YlacT37b+p\/THlGUte8cLsQKW3fFvuYSWjFqIvWT3hUSoRVo6KCYhAFfuyN5JvpYD0z1PCChbj1l4+GuSJbyTekDKcQ9bpLJ+CA8AqrMvTGpEfS7FPqgOGGHOJl1YdzOpTh9JsoGbfQy7jeW1FHabV0olm5dWPB3Lbl12lA6pNgVhLaFv4ZY34S2shaTfENtsewiKFGydNrZNVJTKpsol3Wqava7dAPCAzjuWAGplj7rFoLTOHtpN0IBvpqI1mpRxuzHSU76aVeFVXt9tKle3w+Ss2sBqSaxGrnGVui97ebOIHR0k0evUK93psipt4KK+FT7\/epTgJKuArLBE6\/q+6p2OWsq8fVwuttpVhF15bKvl92YpK95PM2d09SdO16jfY96kGPOrPAoXhiPFQrqAXcJt6ykVKJuEqqV27E8uuUrw7O9TZwdsHNwhZYIn1eaaiN5y+oBH4SsoCyNLEZ1KJStJaqqfNVHWbSu9ZWZ3GtOA+Y+JuHNzYQ4hTOGl4UbUl4FfIe7kvmp5mVm8Wp9qFef0aqBmHlty0fMta8oar59D1\/EyTOYiW0wz5u6Qz0Dxodt1e7vpWjizXleHu7Lb+lTOnatxvebTvVOsf+T632T6kpYZHw2b0pP9R2mtNhEqhvjptDs\/Gu7\/IpEq6251NtbEbVo03x3zh1+qPle7sR1lejrub5LcpI7mADQ18686o0AAAAAAAAeVXaJX3aL02G+GIsseot54Y2d5qhkmUsRZw3ke51ewOpR\/8AKxVp\/wBDJP8A3lieZcX0tuMmItf+mU7\/AL8qdL1NdYS2dXDGnSxKvCLk5KOrBvYnd4miWdmqqNldvHKpea\/pO\/Setp1PZ\/LOrmpqdyshLvHKsgs4eNWG1Rwrp5iqim11Xv8ADtrQ53jutWy1AGLyz9UjWAxIuKm72zKsXKLLOrxTpRJiqkrl\/jVUTSp+I5Rq8auTqmr9cGMmIusPLYVYYS62gxcoxNFFXMqqirlbMtKvncxLK43v+QwdZTXfvXH+3G+HsTBR9k2C2ysmEZ7FFl8ruWapSlKZXeykad42OAWtthnbmED\/AFddY3DN5d1kOXqr1ktHr0SctVKq0V4eNS8LtVzUVu\/UbyvdXqPUOgtX2FZ4lWxgrjdd18t3MIkvLRc3CLMmzXbm8anmpJU43ar\/AF1OCdR6V\/wyXX6rG\/8AumpvMKNeXVkwUfzVuYQ6vM9B2vKMFG6z3PTcy0i528VVWiqvFNks1TtreE4NnDt856pWNUzqvYmx+ILSJrJR9YtWKlWNK5VXbZWqVeK+VzkkirFmcwaRtz3hdkdZcPyqYn5ZKJYILr+FdK5SR69xfwLwLwyl42ztaTXivpxekYxbbGMZFunqcc1onxSSXArlU2cO0oOPeNerGx0oa6NWXA6etq94u6mt2dfJZbikVklKq7tlZqvFZuziuK7Re7\/1wtRrHV22xLxo1Y7lkb+bJJIOEWcplsXVEq0qnmK5qWYnwdtVHtcAIVy6o2hbUvqv6vUzFXHJ3MjTS9yxm36OW6kGqrCnGK071VstI+frRn6z0frc66Vq6x2FGHtoQ2Hzm2Zq2H6i67ZDRS62pI0SykkmuxTN8120kjzraa2+Owq+k3VDk3l+YPYNYs25Sri2asqorqo9yRo6SaqJVU813JRP6zxJacOymLstyFec3lZZgwXyO65SqqSR3fVz1zZrBWAXwzvq1G972A6qp7qKVpTObUU25uinnUylUeHuSvCdSaa0GovZz2t0WHqrO6z7blCFHDdqkkgr6uNVyvskqgZMZq1YZYQa++HeGTJ9JyMPWI6\/e6lXCSiqj7lWUnxSSVPFUqnFtcPEzEC4tY69GUxcMm1QgZZRjFsarqJJtGyVNiWWlTvq91zflSvYo6yV\/wCKeL7XHCu7Qk9FaLXRitzrtTapJKKqJbfPd1VO6yetVqr40Ub3LrA6u8o6u5qgmgs+g16ppu6\/jzkuD1Kga\/GR8+xd6l0jemJ7vTkp62bjTRhJV7XlC6e\/7tXjPC8Uqqn68raaHFVB3ra9TntXFprp1kb\/AMGXfWqVyeNcrNqZaSuylOHhS3R15OKU9Zz3W81nnuM9px+H9n2o3tLDm161cRUIls2rKJdxUV2U73G8V\/bwlb1Hdb+E1Wp+6ml425KTdpXSwSqqyY0TUVRepVplq5ataJbMpRTg7+xID0TrJNdPVl1PsNdVVnXQrOzqFJ26tm3bSuZm12\/6Vs\/2U6\/etj4f\/BLwas59rFNcKbflIdF8tXJ\/h1VVsmqrxmals41VRXb38z1HgjHHHumsxjBdWJdGjttHuqNWEUxcVTqq0YpJcUlxXyuar9qdiwe1r7MZ4btcENY3DH382S0pnRa6NapvY7R81s27NvrzUgPQurq41ccCm1wW1La5tt3hbFzMlWPWR5WiSaKnnEuNV4KpUU\/oKtqC3S9w31Z8dr0htGrpxA1VfMar+FUSYbUv6qHIcSMcNVdph5MYf4EavDlq5nkU0F5y418x004zN5Nxqyubw\/JdrwppMEtYi2MLMB8VcJZi3ZNzIX6gqgxXQoluyPJcrjeNAqGGV7Xpfmsfh1NX5cUnOyDu84fj37\/N8fS7l5r7I7Z1SjEK83msW4s2l2SbSHg4ljVixbrqJJVVV4xRXg8Ls2fUlQ8x4cXIys\/EK1L0eNHTlvATrCXXQQ7qsk1dJK8V0RedafGWGx2xrkMTLdiZONYOmDVvVF9l5tcpL5LaVSeh8fZx7dvU3cKrmu524kpZvcSSO+r1zFfcJJv0q1zPok+2Vtzq9Wxh3hBZmjrSa0FzWhGzqKr2Es6KZOX2TVXjVaUS47b3Xh4r+055eWsRbFy6nlp6ubO3ZTrxb8rvy75fL3VZLNddy43N8ZodJQ1sNX\/FLDe3rb1p8G52dnrOYbiylINbKzk9lKUrSuajk5uSkB0e9GWH\/wBzUutnh1iDO3vAxk013F\/NslGzhqr10acUmktSlcumbXZ6la\/Vp8ML0uPDvqYl03Hacs4jn9JxVmg8RpRNRFNzIIpqVS9dE1OD\/wDBz\/EDXAwvuLVouzAG0MJHVoMXb9t1jRRXSVTRapOmzpRR0rm5u9KqprfovWUyO1iLaZ6mU1q5+96T6\/Ss31233YnuOXvSSvns3wXkA6H1M2+7yrrFubZrcco5iJO3Hzh8yXXUVSUVSVSyluHwvdfqVqXbUYgIiHxk1h7ohYpu5n7V05NvCNqaNK5dKvndMpLyU2tkU\/qPM2qbjXbWr7jA3xNuGKk5JjWJdMKIsaJ1UzVcrztaeaIsNtY25sJMdpvGWxWlaN7glpNwvFPa7E3bF06zaJK\/K\/KgVVTGvGd3dfZAd4oXNSfz9+37flUslT6LzXyR6n6mtWmIusbeN\/3fLdfLmawij1F8+rmK0UVVSSUVp9ns6U\/iV1oNRiXla4mu9VeTdXhvG\/5FVktxVcecV43J+vJOFReszedu6wbjWBtG3YOCkHThSq8UwR2MVmyldqqSuzz3nfO8aB1i78HsGLku1tibL9U\/at7novvHXTd8pVFSnmtjrifoihdVExHwbxSurDW58OcQYW7phrCOmE4+i67eBJVKqOb5Nua6qXq6ceup\/wB3uXF+31qsXJo3C6rR8tGM3tdBg6cevjkkq\/jyjyZi\/fttYuYgTN\/s8MoOx0JNdLIiorZlJJJJd\/vZv0WSSlqrFC3eHC1sTEtajy8aOusDp+x67ZHddxzeVZX2WaetOs\/Uuv5XYh9C+9keFYOS6ztNy8X+nLA0mGTzxzlAV2WwuHrL74ZH3t711n351uGf3Xdc3iv0R6W6mt\/ypY3\/AKhlP\/KPMh1TVSxrtrV9xgQxAuGKk5Jg1YOmFEWNE6qUVVyvO1oEnonFXXN1f7CxIuuPmtTS2p2RgLifN15aqDLenaqTlVJV1xrXb\/Tt4e2UTX\/iGOsfgBZ+vFZN0z3WjTr1rUtyU0k6JR+1VVsoq3y+DM3pLZ2+Mpsr2vvSzXBrKdT+uOWkZqZ1TJ6UkJRwq\/fLrt2u1ZRVTMVUryry8JwPXD10uzRZ0Nglhth41sfDuCWSXQi65ea7ytuTxSXFJJU21rleUD2BrN4VYYusFcJsKHmtc1wZtFvbyeRFVR20nNiKXGKKZyWZs8nlVrXvlTwWfatGCeD2IuE9za79t4l2zdEWq3ZRT2mTRmtlK0rRPjVe67UuD5Oh51ws11MLZHCWOwG1xMJXGINswNdsJKMFaJyTFPgpl12qJVrwU2Zqa3a4K7SrY36weqc7wtkMJtW7Vl0YPRlVUlntx3GvVR+gqnX7yjatVlVe1Xzuzt8VUC7aoWshq\/6ertceqLrGTU5aMLPyGk+QuGBots4zK4tSqdFa91T81lbO35TF1mNTd3h5go3xZwZ1gdPEvBxlIJ10mug+zEo9woru9VaZamSrxiuVWtMtSmbs71alawE1mtWOMwhQwT1kNWhrcUa0WcvW8\/BuMuSqsqpt4zjEq+riltmxKnFd82esBrj4OSuAmlquaruE8pZ9kPXyUjKLyy9FHDpRNSiuVsoorwVVSSrm1V8EB014+e\/cbY17vjrP99VeOzuM\/hRXvnz2zvTD1zq063eGNpYJy+rVrGWBK3fYEk9q9ZaEUvRNy2VrWiuX3RGtNitM3NpXv17fBs4jjxd+Dd+YgOprBHDR3ZNqVaN2aEWs5zVFlE+25rw1qnWtO3wq9\/y8ElYa8nOTLg5N7bcs2mWfOGq+eYhKiQ4ovKtK9GTbTVg46TQdXsa2HjK++tz1nzDISXX9kXvh0Sl4SWlWxrVbw73nHAuv9Ip2i6aVdp59zNYqXlYoK+7pXyezMLNNcWUM156nJ+AA0rZgAAAAAAAPF++EWcZaTM2CLNkeonhiGZpBubzylgR3IlziWyrvK11se+QlSjTdqvDERBExetvrIVoE2ywju8ISZVEd9ZmX14feU3UtG74VpZEy2I2ud14abk8K1IIvYf8Am5sM42HIphoBVM4u1hI8k30p8jG7mdFs1nucS2A3YAAlALLh7avv8xCtyy3jzdW8\/LNWGf3XJzVcrNApUsjvjQ5IfUO9dRfVysSWXti8dcFrBTFcperF8g2TUon4Liqq0PN+tFqAz+BGHmljNY2IsbiHYlHCVVnzHitNrRRWiSSmzNVSVSza5W3\/APoHnKw1uVuWXyBdTl9nSX\/pC26A6gisVAEOdT5r05lhJEAssSo88bfzhICIHatbrV8hdWTEGNsxndzqd66xKT\/PXQSSV7qqllfohZK2qx8Hy8vf11y7L+8fgTIzcrZs4rJ8DlbczOzgOKgEWcBKREpFnASmkkZjczYO1tzKrI9ZZjmbwlMrAxHckOuXqJWjNkz+dOPlyJYxWwoi68eolSeGJ1tZb3zugydzOBe4m6vTOnN3ufzs5y0WLhBvN8aFYZkpoW23Mql+Q\/JN9LLkmvm43fGhZiOSrGIsZbsxFlgMQmaBYNANgCUZJJVEde1d7D67Tvvxe6GxjGVpVDbTurjZwdHt2\/VQ5ZERr2Yl20NEUrnul8hE9rWdazK0LfjraZ05qh0qvhVTqmrsxSws9mH1JHf+z\/A1yuQ75N6UbcmwRNeTNFj4jNzq9Mwy8vJlAAxWwAAAAAAAAeShkkuSRLInqh4SoiCyxiEuSYm8y9pESokyJLuZyq16rz0MliUTLSjdzNgiiVYsyI17uHNqMkrRFX+sLIlSh9zNtnEqKzIDVLRrJ4bpojubQmySUAAAB0DAH\/284df9q4z\/AHpIohdsBlv8POHX\/ayM\/wB6SA9Ja+uBeMl+6xkjOWZhjcs7GuYli335gyUVSorRPZX8hsY2xbm1aeppYuR2M8Z1kd3e4dUi4NdZNRRBR0i2bpJ1y+CquakorXZ9Zk662tLjvhtjrI2vh3ie5jICkUxXQQQYsVUqqKp8ZXNWTqfPPWFxXxXxSmI57iPiFN3Lu1Vaob8vsRSrt7aaVOKSA986uuhgna\/UyIXEvGa0kJmIgpp0+02bdFOisg5Tk1aNmqimzhTqrVPbt4P6q8UUxqZYvaxkJf7rV2jJ2Po3Sj29jReaskskkkrlZWUlw9FlcUbx5Is\/uNkay3pvvHvqrXIz+M\/hRU3HUy8Q7AszEqS0rvlI6OkbngkmMFKPcrLSdZvGpZvyvFdEB6Sw0vTWdvO8o6zMTdSy2Y3DmTcbi9RrFpbI9vs7pXNV42nqoieY5jVhhJbXukdXO29JeMtesrR+tVCuxRoxqxSfKJJV9dVck7ph\/gVjthXjBbt6Y\/a2resBSWSo3b++N8orcTpWmWiluta0RS436U53i1jGxwX6pLNYmPtrqGbLsEJCiHG7WqsO1SVUT+i7r9kBvcQNc2wdXy65PCTAzAa0dK37XcKsXyz771SQcpVy1KcHD9qtU4jcuslZtNYCGxkwjwQhLb3ZjpN38W+Q922duVq1SUUy0eK4KK7Nvb4DueKeo41xuvaSxbwBxhtFa2bodKya+ev7qjV0r3StFUe9m+CqeXsfMOcP8Ib2jrZw5xNb4g7oxTXllkUKZaL7O41PNpXJ4e38iVHtLqhWsVc2G120w0ibStqTYT1q1qu+fM6qPUc1RVHilO13jkGCkPE\/c5sZHrqKa0fNJ2uUvkUzUuYbONOr6zuCLPXFkrWx0wwxYs9ra+hA1SfuJJ3VPdaI5qtaqUpTt7VapK0Vy6pfjOXYMrs2fU5MbmW9IVXrPV4aL02K8DHuZx8BDq3YeYTYR6uMlre4u2shdjmryrG2oVWlFU6K0Vys3bWlaZ2bm8bWnFIpcB\/Mjr82xiHAzVtYv6s1qysc7YraUVos9P3FEnde5Vza8NPpEdinqNjq03Thpjtq0SGqBiLdbW0rgavlHtuPl68WqpVajlKtM7uqubnVql5lShppHqfjHDiKkbmx21h7RtiHaoq6LBwy0aqKPHXDl8UrT1dySzVa8Byky9TfBO2WuDl1azN3YZOsS5GMX3G27bbsaOqrOaZXG0Sr8qr9jlrHVLBxRxSx5vRthJrFalNWloT2kqihKo2o+bUilcvi1Kqrbdn01MrZ\/Qc71Jca4Z3hXc+rm8xN0cNbnk3O\/wBq3HpZeVmK0T4qmbxXdUu5eForUvLrDXXNtFVe4sYNe2Fs+0mrdWtJZB23Vor5r7xVFKm36yStHFNXbV+woiuqE3Zghig7aTLC1tFw4txlKVppIyCvFKtklE68CtUkVa7Eq8HFdrZwFz1gsdNaOxbcuO28ctSOyK2e5RdIxT5uxo7YR9e03cLKpVWSpsrld0ye13uGh5nwbsiH1psYbpeYp6zba2rtpVJaAm3tcpWZkU65aStNtUsqmUknwcUtwpd89\/YLMMcNWm1rqlNcnWGtG5sNWsRRBii4e1euF9OteCldNVKiquYltSyeNqpt4Nm3hkq+OvM\/GwRrr10q10mtatkK12oI18EmQkmWysl6M4iMtJ4REucbWEktzd885OarkREsj6GKDpSS2+czJliiWnJbm73IvZlUYszlN7w+5u\/m5TzuE3DsphpuRzCatF+xd\/etauNvkqWoirxM0RJko6te20rUz0UQJUSJZYlWWM+yrUfXzdba3mfjGlTOXrTgST8KoJZYYYd5aCGW5mpBD8XZdW6xNKlHN\/PabK7chlT9aod8MaKjmcTFN4do03ZBshkIV+TJD4BnMn4teb1Oj1bprERYTHRWsXWvVKADQ1dlo2CKwMVqtwmUQrTlXk2EHQABNUAAAAAeSkViVYxUSGRmGTM9UPCQssYq0wyKpLXV6GVpVZ73yOyy95dVrk3N2XWJmGUw05GcPNhEzD2Hd76zLMTm7gTZJVLevZlMV4ecFrRWAAACFZEiaRu5mWQgTIkpEiFltzAlBqlp4ymkkyeAZZESkQAomJqPJGz35f8A8ovZVL8aVpbzn7Jf9KByrJOtWQtvlptv9nOSrHRcM1q1inLOvirgC4AlBURAAJAyQiACwAAiyTEkI1k8554r3D5ElWCJUar3qwpiXZBMt0bPWTTmpZjX3D\/BLgkq5eis9Zu99Zl1jtyuRpvvNXHh8grRlRK25y2+9OYu8y5ejASka71uezjzPNFdzerW4HGyv+NWiv5SSLkNJzpV0dKmytDiWFKGVtFlhHLEQRWJMpYMnx1mWVpMFPaLG7aFYWLMsqMkyJVtyKqYjt56jM2aMTeLn3LxMqixlu1jXnCv6ix6Z1erEpblv++V3StH873Gla9xb+Dqcdwrsql83Y3aPOYtOPe1p3k\/Nnr+iWw+c65zNLeHw6GvV9g7M9N783i8\/wDy0IJSI+UPuaUAElQ2CJryZosfzLTmrDMygAYzYAAAAADwK7vB74maR3JPXnPDEB6oeEgAAM4DJJgCJZYS9nrOvLeUtytADssTdTKY8bN2cZs5nvlwtvpztYEQJckiAlRACwGvdxojo3czLJUQIlkQFliHfAJjU3CjvkS5ZfIKm7ySJ2jyQDz+XbC1Wu9yLSvfQSKnII7m7csvlzbWGtudwtvnSCrcDqucyGcSgqIgSkQDxwBYBIzgiiCUDFW\/mgJQAMTJMsxFZJkz547a9OBSrhges7v5uYiJZpadtl40cMnks24ftSkorGJNC2EMyaQaVd7vT0UNCXOMTOJqpliEZwOEmwaLG7iZLc3ZX2hsESsMKW8va0kyKfcMlvnMyE17tEsi16xjaPDpUoZKx0nASxq3bdOlMu2laMIOmdX5Zx4Kn5dn5DFv7yKxtJZ5myw+Nmyt5FZw\/MduwfsSliWo33r+F5Tj334vNF5APPt9ezZCes8z1njLKHE2cVnD8sIiUiMNnJQASVoAAFGwRWBitVuEyiFacq8mwg6AAJqgAA+b5MS5IyT1Q8JIskZJlZIyQIskiyTKyQVGLkkqTMlyQBu7NW6zy2+nVWkwyeeOHDyZF49Z8zeAd1CxT7TvzfORTHOPP+eLK7WJAisZZX0Xm5uywAFitR8k99MN1OPNzaFfiQN2iiRZO5yzY2Ed3jEW\/hZv9ABsAsCUDit2I7ncLk18G73O4Y575F0iwYhI\/hb7Ap4HegcgVva5u\/LV6AhSkbol67KyzpzX6cqOyrGv6\/Miix8DudeWcpcGUYu8rsrM7vCFZ+NmvWxChfnXQGkVRZPOeMwlAwvoY3jZbBbEhl4nEfpzXq4kTXibNqVR3yN25CKJVJu1b8uf0tr0BiLXJNPP8ruiLrO99DdEqMC9A0zl4+28rdOq1+n2mGXtpZ++eim1Rw3+eAcqN1EreJF7Ww9Zemb1+iNVubJn\/kjp1wNTkjJNsssYhJbeYmSTImVkk2SVRQomWiYiyxFvhUbtY16xidcvURKvCXI\/Z\/Tdi+eu0GbOm8ruVslH6T\/ip7FsW0Wlj2q3tpp9uv51XwpyHVxsre3Di\/HlNiLWuSyrXzuzjFP+PKd9210anynXOZ3paY6GvlwdX3vsz03SytPEpvUk6PwAHz19YSkQAEoAJK0AAANgisa8maLH8y0VhmZQJiExaV5tgAH6cjxdc1q75y1nzg5\/k7nzw7MsiVS7Lb3zlrPnB6oeElEBEM4CUmMTOJc4qJgQ5wzgJgQjOAmR5GdViXm+NGxyo6VbyP4JCTYbnvhl8tZ\/zcy47vEpJWiqS0lvhFEmXLImJEgXBE16X\/rE5MRa5Nz540NfHT3K99eeNAWsGJ149DaDljz5qBWr8gXsxy1nzg50rDzXobk7gkzNfObkzaczA5I0tt7vfLKbq3LW0ZsmfMyEmMSWrLiSmJILbmTIomJOM+Sb6KKsRKS3Me+T0Nn\/ALQao2EHDsnjvljzdW5UbWEWevPE2rX7AuDvcmcSFlrYttp\/xmlFuGYezHIuat\/MFqNfK2Hv23PmZr3ck9eO99eGvSZkpUo2CTwlWePfSzVEucSGK7WMTOJVliIBnBElAGWk8Crw14AlWWIlliIAQ5xubWt59eE\/H27E045y42U204E6+cNMeldW+xaw8RS8HbSu8SfEM9vgm\/f2\/S9o1WcytMXZ1mr\/AEdi0tg65vIxWtHXIWIZ27FN4eJrtQbIZCNTLrXaK02Ch5\/uJuK446y16vVNvB3aGkEL8AJT+F0QJQHIACSoAS5L0CIE25kTtZkz548OacNeLojXipw9a8meirs7x+7alosDCXFjEfSpoWLh7JuWNe1KPuQtukV7r9kei7G1Da8Q9xQvZ069zThjISlWiFPtu61+rKN7j9K5C9r5R8qNBku0PD4mlaSy7kn6PI2+U3ujJnvTly67ggghmqrfZHWLI1XcdL85Zo243tKPrw79OLZamV8k2S43pco93WNhDhphuy3Sx7QjIz7375dBvylXZ5xXuin11Lpp09zo\/fV2eqh37GaBtLfzvP8AG+VZnteyNx7rGx7dH+eUiWRIVZI9GWa7w9e4OWW+vGIjZzRgLGv6WRiny6qaW\/JTCW65uUrmn0F8heS5jD6auR5TRtCHkpReqG8LoMUFHKuV53LSOen0J9\/Ns4cYf4h3rYcDbcW\/ufDGz5hywbruOTPnUmmk6Ra8pztnDnZWb3qesXNghgdpOK6NbLs+Ms6s5bDexrjZTtVn13NXL5JJ9vXKuN4qqqqvFJZOUB89skH2N1ctVPVMxTti6ryuLCSK63Rd4ykFEsEH7lVPdmvFJeF41VXuv10M2Y6nlqgOtG3t2smTjqwa\/wB9kSin4XT4OKc53dfssqvDUjNeQ2\/UpTn0fGUz5GKeRdW\/XZo5bVdt03KGejlZqSm2qaqfyZ9yrD1HdV1pL3G+jLQ3DRumDrBv4ui+1nu9VaK5qXfTV4pOvb4MrtcNanhVTDGzXug2pbdpW9iDesJhzanWK3LluRSrZXMUdJP1crektLMSy0uJzUsrN7jwFYZ6T9B4QB7rwuwHwwuSy7ieXVAWR7mTVurRWrEr7wrbrloirRq131SU4ONTTVS5ItnJVrw17aVF1RlsZq4I4rMcCLgdRl3dfLZXQyJZswVq1y3+bxqyqXyRyPNFvM98dnS0UT1zF2ZZF+YryNxy9bGumdt63bbYXi3QbpOE3cutm78\/Sqk\/YNeKSyklnPHUott2JcJFK2fbNx2qlhPaTK0qW7auNMvFPJ1+94yPjFVmO7KKUo6Sqsmr3LNS4MlKmzKrtVKjzWiiHfNN98X5vn+CzTuGs\/ZNsWfE2W9h4iMgpiVQmEJVgwQ3XJylUt15Lv7vK4pXzx0DF1G\/7jbXG+s\/E5rBYEe9pWkEgxfMdxykmqWVFqsc3O3pV1XKW4rOJDxI7ESeob6s3CW0bVkLleYd2u5seBQgn9mzyM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width=\"256px\" alt=\"data governance best practices\"\/><\/p>\n<ul>\n<li>Securiti streamlines ROT data minimization, allowing organizations to clean their data environment and ensure data freshness, quality, and accuracy.<\/li>\n<li>Managed tables and volumes, objects whose lifecycle is fully managed by Unity Catalog, are stored in default storage locations, known as managed storage.<\/li>\n<li>This functionality is critical for compliance with GDPR, HIPAA, PCI DSS, and other frameworks.<\/li>\n<li>Best practices for implementing AI governance require a structured, repeatable methodology that aligns people, processes, and technology across the organization.<\/li>\n<li>Six-phase methodology applied to every engagement, compressed for fixed-fee accelerators and extended for full programs.<\/li>\n<li>For teams using Lakeflow Spark Declarative Pipelines, use expectations to define data quality constraints on the contents of a dataset.<\/li>\n<\/ul>\n<p><p>Related security topics, such as authentication, network configuration, data encryption, and privacy compliance, are covered in Security and compliance and Compliance overview. Behind every sophisticated AI model lies an ocean of data \u2013 and if that data is biased, outdated, or poorly handled, no amount of model brilliance will save you. We\u2019re already seeing the consequences \u2013 misleading outputs, customer backlash, and regulatory red flags. Before volumes were released, some Unity Catalog implementations assigned READ FILES access directly to external locations for data exploration.<\/p>\n<\/p>\n<p><p>Estuary provides an&nbsp;effective solution for data governance, ensuring the availability, usability, integrity, and security of enterprise data. When implementing data governance, the first step is to assemble a dedicated team. This team will have the responsibility of understanding and managing the data within your organization. Here are some carefully-curated best practices based on proven methodologies and insights from industry leaders. Let&#8217;s look into these principles to build a more secure and efficient data governance strategy.<\/p>\n<\/p>\n<p><p>This pillar also emphasizes best practices for AI operations, including model training, evaluation, deployment, and monitoring, so AI systems are reliable, efficient, and aligned with business goals. Data and AI governance is the management of the availability, usability, integrity, and security of an organization&#8217;s data and AI assets. It helps organizations comply with data and AI privacy regulations and improve security measures, reducing the risk of data breaches and penalties. Effective data and AI governance also eliminates redundancies and streamlines data management, resulting in cost savings and increased operational efficiency.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>According to TDWI, only 36% of data leaders prioritize governance for business intelligence and analytics. That\u2019s a missed opportunity \u2014 especially in a world where better data drives better decisions. And you must always make sure that all data practices and processes are compliant with all relevant regulations and standards. For each operational task that &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/konor.vilaga.eu\/index.php\/2022\/12\/06\/unity-catalog-best-practices-databricks-on-aws-2\/\" class=\"more-link\"><span class=\"screen-reader-text\">&#8222;Unity Catalog best practices Databricks on AWS&#8221;<\/span> b\u0151vebben<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1001],"tags":[],"class_list":["post-144316","post","type-post","status-publish","format-standard","hentry","category-data-protection-news"],"_links":{"self":[{"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/posts\/144316","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/comments?post=144316"}],"version-history":[{"count":1,"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/posts\/144316\/revisions"}],"predecessor-version":[{"id":144317,"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/posts\/144316\/revisions\/144317"}],"wp:attachment":[{"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/media?parent=144316"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/categories?post=144316"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/konor.vilaga.eu\/index.php\/wp-json\/wp\/v2\/tags?post=144316"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}