Knowledge Hub

Data Lake

PODCASTS • DATA LAKE

From Custom Builds to Fivetran: Evolving Our Data Pipeline Strategy

PODCASTS • DATA LAKE

Is Raw or Aggregated Data Better for Analytics Decisions?

PODCASTS • DATA LAKE

Schema on Write vs. Schema on Read: What’s Faster for Your Business?

PODCASTS • DATA LAKE

A Case Study: Unifying Data Sources with Azure Data Lake and Serverless SQL

PODCASTS • DATA LAKE

From Data Setup to Power BI Reports: Considerations for Your Data Model (Semantic Layer)

ARTICLES • DATA LAKE

Azure’s New Threads: What is Microsoft Fabric?

PODCASTS • DATA LAKE

Data Lakes – The Solution to Siloed Data

ARTICLES • DATA LAKE

Data Lake vs Data Lakehouse vs Data Warehouse

ARTICLES • DATA LAKE

How the Mid-Market is Fast-Tracking Data Integration with Data Lakes

PODCASTS • DATA LAKE

Fast-Tracking Data Integration with Data Lakes

img:is([sizes=auto i],[sizes^="auto," i]){contain-intrinsic-size:3000px 1500px}img.wp-smiley,img.emoji{display:inline !important;border:none !important;box-shadow:none !important;height:1em !important;width:1em !important;margin:0 .07em !important;vertical-align:-.1em !important;background:none !important;padding:0 !important}:root{--wp--preset--aspect-ratio--square:1;--wp--preset--aspect-ratio--4-3:4/3;--wp--preset--aspect-ratio--3-4:3/4;--wp--preset--aspect-ratio--3-2:3/2;--wp--preset--aspect-ratio--2-3:2/3;--wp--preset--aspect-ratio--16-9:16/9;--wp--preset--aspect-ratio--9-16:9/16;--wp--preset--color--black:#000;--wp--preset--color--cyan-bluish-gray:#abb8c3;--wp--preset--color--white:#fff;--wp--preset--color--pale-pink:#f78da7;--wp--preset--color--vivid-red:#cf2e2e;--wp--preset--color--luminous-vivid-orange:#ff6900;--wp--preset--color--luminous-vivid-amber:#fcb900;--wp--preset--color--light-green-cyan:#7bdcb5;--wp--preset--color--vivid-green-cyan:#00d084;--wp--preset--color--pale-cyan-blue:#8ed1fc;--wp--preset--color--vivid-cyan-blue:#0693e3;--wp--preset--color--vivid-purple:#9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple:linear-gradient(135deg,#0693e3 0%,#9b51e0 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan:linear-gradient(135deg,#7adcb4 0%,#00d082 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange:linear-gradient(135deg,#fcb900 0%,#ff6900 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red:linear-gradient(135deg,#ff6900 0%,#cf2e2e 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray:linear-gradient(135deg,#eee 0%,#a9b8c3 100%);--wp--preset--gradient--cool-to-warm-spectrum:linear-gradient(135deg,#4aeadc 0%,#9778d1 20%,#cf2aba 40%,#ee2c82 60%,#fb6962 80%,#fef84c 100%);--wp--preset--gradient--blush-light-purple:linear-gradient(135deg,#ffceec 0%,#9896f0 100%);--wp--preset--gradient--blush-bordeaux:linear-gradient(135deg,#fecda5 0%,#fe2d2d 50%,#6b003e 100%);--wp--preset--gradient--luminous-dusk:linear-gradient(135deg,#ffcb70 0%,#c751c0 50%,#4158d0 100%);--wp--preset--gradient--pale-ocean:linear-gradient(135deg,#fff5cb 0%,#b6e3d4 50%,#33a7b5 100%);--wp--preset--gradient--electric-grass:linear-gradient(135deg,#caf880 0%,#71ce7e 100%);--wp--preset--gradient--midnight:linear-gradient(135deg,#020381 0%,#2874fc 100%);--wp--preset--font-size--small:13px;--wp--preset--font-size--medium:20px;--wp--preset--font-size--large:36px;--wp--preset--font-size--x-large:42px;--wp--preset--spacing--20:.44rem;--wp--preset--spacing--30:.67rem;--wp--preset--spacing--40:1rem;--wp--preset--spacing--50:1.5rem;--wp--preset--spacing--60:2.25rem;--wp--preset--spacing--70:3.38rem;--wp--preset--spacing--80:5.06rem;--wp--preset--shadow--natural:6px 6px 9px rgba(0,0,0,.2);--wp--preset--shadow--deep:12px 12px 50px rgba(0,0,0,.4);--wp--preset--shadow--sharp:6px 6px 0px rgba(0,0,0,.2);--wp--preset--shadow--outlined:6px 6px 0px -3px #fff,6px 6px #000;--wp--preset--shadow--crisp:6px 6px 0px #000}:root{--wp--style--global--content-size:800px;--wp--style--global--wide-size:1200px}:where(body){margin:0}.wp-site-blocks > .alignleft{float:left;margin-right:2em}.wp-site-blocks > .alignright{float:right;margin-left:2em}.wp-site-blocks > .aligncenter{justify-content:center;margin-left:auto;margin-right:auto}:where(.wp-site-blocks) > *{margin-block-start:24px;margin-block-end:0}:where(.wp-site-blocks) > :first-child{margin-block-start:0}:where(.wp-site-blocks) > :last-child{margin-block-end:0}:root{--wp--style--block-gap:24px}:root :where(.is-layout-flow) > :first-child{margin-block-start:0}:root :where(.is-layout-flow) > :last-child{margin-block-end:0}:root :where(.is-layout-flow) > *{margin-block-start:24px;margin-block-end:0}:root :where(.is-layout-constrained) > :first-child{margin-block-start:0}:root :where(.is-layout-constrained) > :last-child{margin-block-end:0}:root :where(.is-layout-constrained) > *{margin-block-start:24px;margin-block-end:0}:root :where(.is-layout-flex){gap:24px}:root :where(.is-layout-grid){gap:24px}.is-layout-flow > .alignleft{float:left;margin-inline-start:0;margin-inline-end:2em}.is-layout-flow > .alignright{float:right;margin-inline-start:2em;margin-inline-end:0}.is-layout-flow > .aligncenter{margin-left:auto !important;margin-right:auto !important}.is-layout-constrained > .alignleft{float:left;margin-inline-start:0;margin-inline-end:2em}.is-layout-constrained > .alignright{float:right;margin-inline-start:2em;margin-inline-end:0}.is-layout-constrained > .aligncenter{margin-left:auto !important;margin-right:auto !important}.is-layout-constrained > :where(:not(.alignleft):not(.alignright):not(.alignfull)){max-width:var(--wp--style--global--content-size);margin-left:auto !important;margin-right:auto !important}.is-layout-constrained > .alignwide{max-width:var(--wp--style--global--wide-size)}body .is-layout-flex{display:flex}.is-layout-flex{flex-wrap:wrap;align-items:center}.is-layout-flex > :is(*, div){margin:0}body .is-layout-grid{display:grid}.is-layout-grid > :is(*, div){margin:0}body{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px}a:where(:not(.wp-element-button)){text-decoration:underline}:root :where(.wp-element-button, .wp-block-button__link){background-color:#32373c;border-width:0;color:#fff;font-family:inherit;font-size:inherit;font-style:inherit;font-weight:inherit;letter-spacing:inherit;line-height:inherit;padding-top:calc(.667em + 2px);padding-right:calc(1.333em + 2px);padding-bottom:calc(.667em + 2px);padding-left:calc(1.333em + 2px);text-decoration:none;text-transform:inherit}.has-black-color{color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-color{color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-color{color:var(--wp--preset--color--white) !important}.has-pale-pink-color{color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-color{color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-color{color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-color{color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-color{color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-color{color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-color{color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-color{color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-color{color:var(--wp--preset--color--vivid-purple) !important}.has-black-background-color{background-color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-background-color{background-color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-background-color{background-color:var(--wp--preset--color--white) !important}.has-pale-pink-background-color{background-color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-background-color{background-color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-background-color{background-color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-background-color{background-color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-background-color{background-color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-background-color{background-color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-background-color{background-color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-background-color{background-color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-background-color{background-color:var(--wp--preset--color--vivid-purple) !important}.has-black-border-color{border-color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-border-color{border-color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-border-color{border-color:var(--wp--preset--color--white) !important}.has-pale-pink-border-color{border-color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-border-color{border-color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-border-color{border-color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-border-color{border-color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-border-color{border-color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-border-color{border-color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-border-color{border-color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-border-color{border-color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-border-color{border-color:var(--wp--preset--color--vivid-purple) !important}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background:var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background:var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background:var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important}.has-cool-to-warm-spectrum-gradient-background{background:var(--wp--preset--gradient--cool-to-warm-spectrum) !important}.has-blush-light-purple-gradient-background{background:var(--wp--preset--gradient--blush-light-purple) !important}.has-blush-bordeaux-gradient-background{background:var(--wp--preset--gradient--blush-bordeaux) !important}.has-luminous-dusk-gradient-background{background:var(--wp--preset--gradient--luminous-dusk) !important}.has-pale-ocean-gradient-background{background:var(--wp--preset--gradient--pale-ocean) !important}.has-electric-grass-gradient-background{background:var(--wp--preset--gradient--electric-grass) !important}.has-midnight-gradient-background{background:var(--wp--preset--gradient--midnight) !important}.has-small-font-size{font-size:var(--wp--preset--font-size--small) !important}.has-medium-font-size{font-size:var(--wp--preset--font-size--medium) !important}.has-large-font-size{font-size:var(--wp--preset--font-size--large) !important}.has-x-large-font-size{font-size:var(--wp--preset--font-size--x-large) !important}:root :where(.wp-block-pullquote){font-size:1.5em;line-height:1.6}.e-heading-base a,.e-paragraph-base a{all:unset;cursor:pointer}.e-con.e-parent:nth-of-type(n+4):not(.e-lazyloaded):not(.e-no-lazyload),.e-con.e-parent:nth-of-type(n+4):not(.e-lazyloaded):not(.e-no-lazyload) *{background-image:none !important}@media screen and (max-height: 1024px){.e-con.e-parent:nth-of-type(n+3):not(.e-lazyloaded):not(.e-no-lazyload),.e-con.e-parent:nth-of-type(n+3):not(.e-lazyloaded):not(.e-no-lazyload) *{background-image:none !important}.e-con.e-parent:nth-of-type(n+3):not(.e-lazyloaded):not(.e-no-lazyload).nitro-lazy,.e-con.e-parent:nth-of-type(n+3):not(.e-lazyloaded):not(.e-no-lazyload) *.nitro-lazy{background-image:none !important}}@media screen and (max-height: 640px){.e-con.e-parent:nth-of-type(n+2):not(.e-lazyloaded):not(.e-no-lazyload),.e-con.e-parent:nth-of-type(n+2):not(.e-lazyloaded):not(.e-no-lazyload) *{background-image:none !important}.e-con.e-parent:nth-of-type(n+2):not(.e-lazyloaded):not(.e-no-lazyload).nitro-lazy,.e-con.e-parent:nth-of-type(n+2):not(.e-lazyloaded):not(.e-no-lazyload) *.nitro-lazy{background-image:none !important}}.e-con.e-parent:nth-of-type(n+4):not(.e-lazyloaded):not(.e-no-lazyload).nitro-lazy,.e-con.e-parent:nth-of-type(n+4):not(.e-lazyloaded):not(.e-no-lazyload) *.nitro-lazy{background-image:none !important}.elementor-3872 .elementor-element.elementor-element-bd6e627{--display:flex;--flex-direction:column;--container-widget-width:100%;--container-widget-height:initial;--container-widget-flex-grow:0;--container-widget-align-self:initial;--flex-wrap-mobile:wrap;--gap:10px 10px;--row-gap:10px;--column-gap:10px;--padding-top:0px;--padding-bottom:0px;--padding-left:0px;--padding-right:0px}.elementor-3872 .elementor-element.elementor-element-6dfab6d img{width:1000px;height:290px;object-fit:cover;object-position:center center;border-radius:0px 0px 50px 0px}.elementor-3872 .elementor-element.elementor-element-006a154{--display:flex;--flex-direction:column;--container-widget-width:100%;--container-widget-height:initial;--container-widget-flex-grow:0;--container-widget-align-self:initial;--flex-wrap-mobile:wrap;--justify-content:space-between;--gap:10px 10px;--row-gap:10px;--column-gap:10px;--margin-top:0px;--margin-bottom:0px;--margin-left:0px;--margin-right:0px;--padding-top:0px;--padding-bottom:0px;--padding-left:0px;--padding-right:0px}.elementor-3872 .elementor-element.elementor-element-aea3195{--display:flex;--gap:10px 10px;--row-gap:10px;--column-gap:10px;--margin-top:0px;--margin-bottom:0px;--margin-left:0px;--margin-right:0px;--padding-top:0px;--padding-bottom:0px;--padding-left:0px;--padding-right:0px}.elementor-3872 .elementor-element.elementor-element-75877d9{margin:0px 0px calc(var(--kit-widget-spacing,0px) + 0px) 0px}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-items:not(.elementor-inline-items) .elementor-icon-list-item:not(:last-child){padding-bottom:calc(0px / 2)}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-items:not(.elementor-inline-items) .elementor-icon-list-item:not(:first-child){margin-top:calc(0px / 2)}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-items.elementor-inline-items .elementor-icon-list-item{margin-right:calc(0px / 2);margin-left:calc(0px / 2)}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-items.elementor-inline-items{margin-right:calc(-0px / 2);margin-left:calc(-0px / 2)}body.rtl .elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-items.elementor-inline-items .elementor-icon-list-item:after{left:calc(-0px / 2)}body:not(.rtl) .elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-items.elementor-inline-items .elementor-icon-list-item:after{right:calc(-0px / 2)}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-icon{width:6px}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-icon i{font-size:6px}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-icon svg{--e-icon-list-icon-size:6px}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-text,.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-text a{color:var(--e-global-color-text)}.elementor-3872 .elementor-element.elementor-element-75877d9 .elementor-icon-list-item{font-family:"Britti Sanss",Sans-serif;font-size:14px;font-weight:700;text-transform:uppercase}.elementor-3872 .elementor-element.elementor-element-7abf4d6 .elementor-heading-title{font-family:"Britti Sanss",Sans-serif;font-size:18px;font-weight:600;line-height:1.2em;color:var(--e-global-color-primary)}.elementor-3872 .elementor-element.elementor-element-4113cb6{margin:0px 0px calc(var(--kit-widget-spacing,0px) + 15px) 0px;font-family:"Inter",Sans-serif;font-size:15px;font-weight:400;line-height:1.6em;color:var(--e-global-color-7020ff3)}.elementor-3872 .elementor-element.elementor-element-df3881d .elementor-button{background-color:rgba(32,68,150,0);font-family:"Inter",Sans-serif;font-size:16px;font-weight:700;fill:var(--e-global-color-text);color:var(--e-global-color-text);border-style:solid;border-width:0px 0px 2px 0px;border-color:#d1cec7;border-radius:0px 0px 0px 0px;padding:0px 0px 8px 0px}.elementor-3872 .elementor-element.elementor-element-df3881d .elementor-button:hover,.elementor-3872 .elementor-element.elementor-element-df3881d .elementor-button:focus{background-color:rgba(18,26,67,0);color:var(--e-global-color-text)}.elementor-3872 .elementor-element.elementor-element-df3881d .elementor-button:hover svg,.elementor-3872 .elementor-element.elementor-element-df3881d .elementor-button:focus svg{fill:var(--e-global-color-text)}@media (max-width:767px){.elementor-3872 .elementor-element.elementor-element-bd6e627{--flex-direction:column;--container-widget-width:100%;--container-widget-height:initial;--container-widget-flex-grow:0;--container-widget-align-self:initial;--flex-wrap-mobile:wrap}.elementor-3872 .elementor-element.elementor-element-6dfab6d img{width:1000px}.elementor-3872 .elementor-element.elementor-element-df3881d.elementor-element{--align-self:stretch;--flex-grow:1;--flex-shrink:0}}.elementor-3872 .elementor-element.elementor-element-aea3195 p{margin-top:0px;margin-bottom:0px}@media (min-width: 1024px){.elementor-3872 .elementor-element.elementor-element-006a154{height:100% !important}}