| <!DOCTYPE html><html lang=en><head><title>DLab | Essential toolset for analytics</title><meta charset=UTF-8><meta name=MobileOptimized content=width><meta name=HandheldFriendly content=True><meta name=viewport content="width=device-width, initial-scale=1.0, user-scalable=no, minimal-ui, minimum-scale=1.0, maximum-scale=1.0"><meta name=description content="DLab is a self-service Web Console, used to create and manage exploratory environments. It allows teams to spin up analytical environments with best of breed open-source tools just with a single click of the mouse."><meta property=og:title content="DLab | Essential toolset for analytic"><meta property=og:description content="DLab is a self-service Web Console, used to create and manage exploratory environments. It allows teams to spin up analytical environments with best of breed open-source tools just with a single click of the mouse."><meta property=og:type content=object><meta property=og:url content="http://dlab.opensource.epam.com/"><meta property=og:image content=http://dlab.opensource.epam.com/images/background/login-background.jpg><meta property=og:image:alt content="DLab logo"><meta property=og:site_name content=DLab><link rel=icon type=image/x-icon href=favicon.ico><link rel=stylesheet type=text/css href=dist/app.css></head><body><div id=wrap><div class="abstract abstract1"></div><div class="abstract abstract2"></div><div class="abstract abstract3"></div><header><nav><div><a class=logo><img src=images/logo_black.svg alt=dlab-logo></a></div><input type=checkbox id=menu-toggle> <label for=menu-toggle class=label-toggle><span></span> <span></span> <span></span></label><ul class=menu><li class=has-children><a href=#>Documents</a><ul class=sub-menu><li><a href=https://github.com/apache/incubator-dlab/blob/master/README.md target=_blank>DLab Overview</a></li><li><a href=https://github.com/apache/incubator-dlab/blob/master/USER_GUIDE.md target=_blank>User Guide</a></li></ul></li><li class=has-children><ul class=community><li><ul class=social><li class=social-twitter><a href=https://twitter.com/CommunityDlab target=_blank></a></li><li class=social-youtube><a href=https://www.youtube.com/c/DLabCommunity target=_blank></a></li><li class=social-github><a href=https://github.com/apache/incubator-dlab target=_blank></a></li></ul></li></ul></li><li class=get-started-nav><a href=#>Get Started</a></li></ul></nav></header><article class="row content-desc animatedParent"><h1 class="animated fadeInDownShort">Essential toolset for analytics</h1><div class="animated fadeInUp"><p>Self-service, fail-safe exploratory environment for collaborative data science workflow</p><button class=get-started>Get Started</button></div></article><div class="controls-slider row animatedParent"><div class="controls-nav controls-left animated fadeInLeft"><mark data-slide=0 class=is-current-slide>Customizable authentication</mark><mark data-slide=1>Secured access to personal exploratory environment</mark><mark data-slide=2>Easy to use Web Interface</mark></div><div class="mac-wrap animated fadeInDownShort"><div class=swiper-container><div class=swiper-wrapper><div class=swiper-slide><div class="swiper-lazy cover" data-background=images/features/login-screen.png></div><video controls preload=none><source src=video/Dlab_w.mp4 type=video/mp4></video><button class=play-it>Play ►</button></div><div class=swiper-slide><div class="swiper-lazy cover" data-background=images/features/upload_key.png></div><video controls preload=none><source src=video/Dlab_w.mp4 type=video/mp4></video><button class=play-it>Play ►</button></div><div class=swiper-slide><div class="swiper-lazy cover" data-background=images/features/home-page.png></div><video controls preload=none><source src=video/Dlab_w.mp4 type=video/mp4></video><button class=play-it>Play ►</button></div><div class=swiper-slide><div class="swiper-lazy cover" data-background=images/features/create-resource.png></div><video controls preload=none><source src=video/Dlab_w.mp4 type=video/mp4></video><button class=play-it>Play ►</button></div><div class=swiper-slide><div class="swiper-lazy cover" data-background=images/features/manage_git_creds.png></div><video controls preload=none><source src=video/Dlab_w.mp4 type=video/mp4></video><button class=play-it>Play ►</button></div><div class=swiper-slide><div class="swiper-lazy cover" data-background=images/features/report_page.png></div><video controls preload=none><source src=video/Dlab_w.mp4 type=video/mp4></video><button class=play-it>Play ►</button></div></div></div></div><div class="controls-nav controls-right animated fadeInRight"><mark data-slide=3>Leverage the power of analytical tools</mark><mark data-slide=4>Collaboration capabilities. Multiple Git repositories support</mark><mark data-slide=5>Control Cloud Services Usage</mark></div></div><div class=technologies><div class=row><figure><img src=images/technologies/amazon.png alt="Amazon Web Services"></figure><figure><img src=images/technologies/emr.png alt="Amazon Elastic MapReduce, EMR"></figure><figure><img src=images/technologies/jupyter.png alt="Jupyter Notebook"></figure><figure><img src=images/technologies/zeppelin.png alt="Apache Zeppelin"></figure><figure><img src=images/technologies/python.png alt=Python></figure><figure><img src=images/technologies/mongodb.png alt="MongoDB. Cross-platform document-oriented database program"></figure><figure><img src=images/technologies/tensorflow.png alt="TensorFlow. An open source machine learning framework"></figure><figure><img src=images/technologies/rstudio.png alt=RStudio></figure></div></div><section class=we-solve><h2 class=heading>Problems We Solve</h2><article class=row><div><figure><svg width=89px height=89px viewbox="0 0 89 89" version=1.1 xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><g stroke=none stroke-width=1 fill=none fill-rule=evenodd stroke-linecap=round stroke-linejoin=round><g transform="translate(-153.000000, -968.000000)" stroke=#485F76 stroke-width=2><g transform="translate(67.000000, 817.000000)"><g transform="translate(0.000000, 123.000000)"><g transform="translate(87.000000, 29.000000)"><path d="M87,43.5 C87,67.524 67.524,87 43.5,87 C19.476,87 0,67.524 0,43.5 C0,19.476 19.476,0 43.5,0 C67.524,0 87,19.476 87,43.5 Z"></path><path d="M9,69 L9,33 C9,31.895 9.895,31 11,31 L25,31 C26.105,31 27,31.895 27,33 L27,36 L77,36 C78.105,36 79,36.895 79,38 L79,69"></path><path d="M17,30 L17,27 C17,25.895 17.895,25 19,25 L73,25 C74.105,25 75,25.895 75,27 L75,36"></path><path d="M48.915,57.0671349 C49.278,59.0751349 48.441,60.9181349 47,62.0001349 L47,66.0011349 C47,67.6571349 45.657,69.0001349 44,69.0001349 L44,69.0001349 C42.343,69.0001349 41,67.6571349 41.001,65.9991349 L41.002,62.0021349 C39.786,61.0901349 39,59.6371349 39,58.0001349 C39,54.8871349 41.844,52.4391349 45.075,53.1121349 C47.015,53.5171349 48.563,55.1171349 48.915,57.0671349 Z"></path><path d="M43.963,76.977 C43.963,76.977 30,74.167 30,63 L30,45 C30,45 32.99,47 37,47 C40.966,47 44.001,45 44.001,45 L45,45 C45,45 48.015,47 52,47 C55.942,47 58.928,45 58.928,45 L58.928,63 C58.928,75.084 43.963,76.977 43.963,76.977 Z"></path></g></g></g></g></g></svg><figcaption><p>Data access problem</p></figcaption></figure><span></span><mark>+</mark></div><div><figure><svg width=89px height=89px viewbox="0 0 89 89" version=1.1 xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><g stroke=none stroke-width=1 fill=none fill-rule=evenodd><g transform="translate(-446.000000, -968.000000)" stroke=#485F76 stroke-width=2><g transform="translate(67.000000, 817.000000)"><g transform="translate(294.000000, 123.000000)"><g transform="translate(86.000000, 29.000000)"><path d="M87,43.5 C87,67.524 67.524,87 43.5,87 C19.476,87 0,67.524 0,43.5 C0,19.476 19.476,0 43.5,0 C67.524,0 87,19.476 87,43.5 Z"></path><path d="M13.188,44.362 C13.064,43.235 13,42.09 13,40.93 C13,23.848 26.848,10 43.93,10 C61.012,10 74.86,23.848 74.86,40.93 C74.86,42.003 74.806,43.063 74.699,44.108" stroke-linecap=round></path><path d="M43,6 L43,10" stroke-linecap=round></path><path d="M35,7 L36.053,10.931" stroke-linecap=round></path><path d="M26,10 L28.035,13.525" stroke-linecap=round></path><path d="M19,16 L21.828,18.828" stroke-linecap=round></path><path d="M13,23 L33.761,34.986" stroke-linecap=round></path><path d="M10,32 L13.931,33.053" stroke-linecap=round></path><path d="M9,42 L13,42" stroke-linecap=round></path><path d="M79,42 L75,42" stroke-linecap=round></path><path d="M77.931,32 L74,33.053" stroke-linecap=round></path><path d="M74.544,23 L54,34.861" stroke-linecap=round></path><path d="M68.828,16 L66,18.828" stroke-linecap=round></path><path d="M53.053,7 L52,10.931" stroke-linecap=round></path><path d="M61.035,10 L59,13.525" stroke-linecap=round></path><path d="M61.035,10 L59,13.525" stroke-linecap=round></path><path d="M43.581,51.163 C37.737,51.163 33,46.426 33,40.582 C33,34.738 37.737,30 43.581,30 C49.425,30 54.162,34.738 54.162,40.582 C54.162,46.426 49.425,51.163 43.581,51.163 Z" stroke-linecap=round></path><path d="M53.356798,84.6389532 C49.106798,75.9159532 50.604798,65.0979532 57.850798,57.8509532 C65.284798,50.4169532 76.478798,49.0329532 85.312798,53.6989532" stroke-linecap=round></path><path d="M81.88,49 L81,52.284" stroke-linecap=round></path><path d="M68,49 L68.903,52.372" stroke-linecap=round></path><path d="M56,56 L69.435,69.435" stroke-linecap=round></path><path d="M49,68 L52.478,68.932" stroke-linecap=round></path><path d="M49,81.822 L52.069,81" stroke-linecap=round></path><path d="M68.4845166,79.6474869 C66.2515166,76.5214869 66.5375166,72.1504869 69.3435166,69.3434869 C72.0785166,66.6094869 76.2995166,66.2674869 79.4055166,68.3184869" stroke-linecap=round></path><path d="M68.3671189,79.4779883 C66.2621189,76.3649883 66.5881189,72.0999883 69.3441189,69.3439883 C72.0781189,66.6089883 76.2991189,66.2679883 79.4051189,68.3179883" stroke-linecap=round></path><path d="M3,53.7893778 C11.86,49.0153778 23.149,50.3693778 30.631,57.8513778 C38.016,65.2363778 39.43,76.3313778 34.874,85.1373778" stroke-linecap=round></path><path d="M40.284,81.88 L37,81" stroke-linecap=round></path><path d="M40.372,68 L37,68.903" stroke-linecap=round></path><path d="M32.435,56 L19,69.435" stroke-linecap=round></path><path d="M20.932,49 L20,52.478" stroke-linecap=round></path><path d="M7,49 L7.873,52.256" stroke-linecap=round></path><path d="M9,68.5994575 C12.135,66.2424575 16.607,66.4904575 19.461,69.3434575 C22.305,72.1884575 22.56,76.6414575 20.226,79.7754575" stroke-linecap=round></path><path d="M9,68.4669318 C12.124,66.2529318 16.48,66.5449318 19.279,69.3439318 C22.013,72.0779318 22.355,76.2989318 20.304,79.4049318" stroke-linecap=round></path></g></g></g></g></g></svg><figcaption><p>Problems with tools</p></figcaption></figure><span></span><mark>+</mark></div><div><figure><svg width=89px height=89px viewbox="0 0 89 89" version=1.1 xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><g stroke=none stroke-width=1 fill=none fill-rule=evenodd stroke-linecap=round stroke-linejoin=round><g transform="translate(-738.000000, -968.000000)" stroke=#485F76 stroke-width=2><g transform="translate(67.000000, 817.000000)"><g transform="translate(586.000000, 123.000000)"><g transform="translate(86.000000, 29.000000)"><g transform="translate(6.000000, 36.000000)"><path d="M31,21.826 L31,5 C31,3.896 30.105,3 29,3 L2,3 C0.895,3 0,3.896 0,5 L0,16 C0,17.105 0.895,18 2,18 L24,18 L29.349,22.585 C29.998,23.141 31,22.68 31,21.826 Z"></path><path d="M7,8 L25,8"></path><path d="M7,13 L19,13"></path><path d="M77,28.172 L77,31 C77,32.105 76.105,33 75,33 L53,33 L47.651,37.585 C47.002,38.141 46,37.68 46,36.826 L46,20 C46,18.896 46.895,18 48,18 L75,18 C76.105,18 77,18.896 77,20 L77,28.172"></path><path d="M71,23 L53,23"></path><path d="M65,28 L53,28"></path><path d="M23,28 L34,28"></path><path d="M42,43 L53,43"></path><path d="M39,4 L51,4"></path><path d="M39,0 L47,0"></path></g><g><path d="M78.842,68.867 C70.946,79.848 58.058,87 43.5,87 C19.476,87 0,67.524 0,43.5 C0,19.475 19.476,0 43.5,0 C67.525,0 87,19.475 87,43.5 C87,50.315 85.433,56.764 82.639,62.507"></path><path d="M71,70 L71,76.932"></path><path d="M18,38.096 L18,23 C18,21.343 19.343,20 21,20 L68,20 C69.657,20 71,21.343 71,23 L71,54.068"></path><path d="M18,77.904 L18,54"></path><path d="M66,70 L66,80.932"></path><polyline points="23 38.178 23 28 66 28 66 54.068"></polyline><path d="M23,81.822 L23,55"></path><path d="M41,24 L48,24"></path></g></g></g></g></g></g></svg><figcaption><p>Increased IT handholding</p></figcaption></figure><span></span><mark>+</mark></div><div><figure><svg width=89px height=89px viewbox="0 0 89 89" version=1.1 xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><g stroke=none stroke-width=1 fill=none fill-rule=evenodd stroke-linecap=round><g transform="translate(-1032.000000, -968.000000)" stroke=#485F76 stroke-width=2><g transform="translate(67.000000, 817.000000)"><g transform="translate(880.000000, 123.000000)"><g transform="translate(86.000000, 29.000000)"><path d="M87,43.5 C87,67.524 67.524,87 43.5,87 C19.476,87 0,67.524 0,43.5 C0,19.476 19.476,0 43.5,0 C67.524,0 87,19.476 87,43.5 Z"></path><path d="M73,40 C73.066,40.815 73.1,41.639 73.1,42.472 L73.1,58.567"></path><path d="M27,17.955 C31.738,14.823 37.417,13 43.521,13 C56.548,13 67.636,21.303 71.781,32.906"></path><path d="M14,60.402 L14,42.755 C14,35.189 16.801,28.277 21.423,23"></path><path d="M62,29 C65.007,32.891 66.821,37.719 66.821,42.865 L66.821,67.008"></path><path d="M21,47.37 L21,43 C21,30.573 31.574,20 44,20 C48.514,20 52.784,21.395 56.391,23.768"></path><path d="M21,68.249 L21,53"></path><path d="M59,53 L59,75.011"></path><path d="M37,29.447 C38.95,28.519 41.132,28 43.436,28 C51.72,28 58.436,34.716 58.436,43 L58.436,47.37"></path><path d="M29,74.318 L29,42.655 C29,38.977 30.323,35.609 32.52,33"></path><path d="M51,67 L51,77.239"></path><path d="M37,50.245 L37,43.5 C37,39.358 39.858,36 44,36 C48.142,36 51,39.358 51,43.5 L51,62.261"></path><path d="M37,77.255 L37,55"></path><path d="M44,76 L44,81"></path><path d="M44,51 L44,71"></path><path d="M44,44 L44,46"></path></g></g></g></g></g></svg><figcaption><p>Lack of security</p></figcaption></figure><span></span><mark>+</mark></div></article><div class=problems-slider><div><div class=min-visible><p>Data access problem</p><img src=images/ps_icon_1.svg alt="Solve data access problem"></div><ul class=list-points><li>Access to full datasets is on “need to know” basis</li><li>Access to production data is limited</li><li>Data access is governed by corporate/BU/department policies</li></ul></div><div><div class=min-visible><p>Problems with tools</p><img src=images/ps_icon_2.svg alt="Solve problems with tools"></div><ul class=list-points><li>Installation of tools difficult and expensive (lack of ops & security skills)</li><li>Latest & greatest tool versions aren’t available in the shared environment</li><li>Lack of collaboration: everyone has its own silo</li></ul></div><div><div class=min-visible><p>Increased IT handholding</p><img src=images/ps_icon_3.svg alt="Increased IT handholding"></div><ul class=list-points><li>Data sciences are bound to local machines, due to the cost of IT support</li><li>Lack of self-services leads to stream of requests to ops teams</li><li>Resources allocation monitoring and security control in the shared environments</li></ul></div><div><div class=min-visible><p>Lack of security</p><img src=images/ps_icon_4.svg alt="Solve lack of security"></div><ul class=list-points><li>Local data copies are not secure (DS get copies of data on their local machines)</li><li>Cloud security policies for data protection are difficult to implement</li><li>Cutting edge tools require enterprise hardening (tools have to be secured)</li></ul></div></div></section><section class=solutions><h2 class=heading>Our Solution</h2><div class="row animatedParent"><figure class="left animated fadeInLeft"><img src=images/solutions/self_service_illustr.svg alt="Self-service and customization"></figure><article class="right animated fadeInRight"><h3>Self-service and customization</h3><ul class=list-points><li>Self-provisioning of the environment</li><li>Plug-in proprietary components; change tool versions</li><li>No dedicated IT Support is involved</li></ul></article></div><div class="row animatedParent"><article class="left animated fadeInLeft"><h3>Secured and fail safe</h3><ul class=list-points><li>Break it and simply re-provision a fresh environment</li><li>Provides a client’s security perimeter</li><li>Security policies and access controls</li></ul></article><figure class="right animated fadeInRight"><img src=images/solutions/secured_illustr.svg alt="Secured and fail safe"></figure></div><div class="row animatedParent"><figure class="left animated fadeInLeft"><img src=images/solutions/collaborative_illustr.svg alt="Collaborative workflow"></figure><article class="right animated fadeInRight"><h3>Collaborative workflow</h3><ul class=list-points><li>Collaboration between data science team members</li><li>Collaboration between data science and engineering teams</li><li>Easy path from R&D to Production</li></ul></article></div><div class="row animatedParent"><article class="left animated fadeInLeft"><h3>Exploratory environment</h3><ul class=list-points><li>Best open source data tools</li><li>Horizontally scalable compute</li><li>Easy access to data and metadata</li><li>Training / workshops</li></ul></article><figure class="right animated fadeInRight"><img src=images/solutions/exploratory_illustr.svg alt="Exploratory environment"></figure></div><div class="row animatedParent"><figure class="left animated fadeInLeft"><img src=images/solutions/flexible_illustr.svg alt="Flexible deployment architecture"></figure><article class="right animated fadeInRight"><h3>Flexible deployment architecture</h3><ul class=list-points><li>Public cloud: Azure & AWS</li><li>No platform or vendor lock-in</li></ul></article></div></section><section class=features><h2 class=heading>Features</h2><div class=mac-screen-wrap><div class="swiper-container screen-slider-thumbs"><div data-slide=0 class="swiper-slide swiper-slide-active"><a><img src=images/features/thumb-icons/ps_icon_1.png alt="Customizable authentication"></a> <span>Customizable authentication</span></div><div data-slide=1 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_2.png alt="Secured access to environment"></a> <span>Secured access to environment</span></div><div data-slide=2 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_3.png alt="Easy to use Web Interface"></a> <span>Easy to use Web Interface</span></div><div data-slide=3 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_4.png alt="Leverage the power of analytical tools"></a> <span>Leverage the power of analytical tools</span></div><div data-slide=4 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_5.png alt="Data visualization with data science libraries"></a> <span>Data visualization with data science libraries</span></div><div data-slide=5 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_6.png alt="Manage analytical environment"></a> <span>Manage analytical environment</span></div><div data-slide=6 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_7.png alt="Install libraries and dependencies"></a> <span>Install libraries and dependencies</span></div><div data-slide=7 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_8.png alt="Multiple Git repositories support"></a> <span>Multiple Git repositories support</span></div><div data-slide=8 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_9.png alt="Control Cloud Services Usage"></a> <span>Control Cloud Services Usage</span></div><div data-slide=9 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_10.png alt="Manage Cloud services quota limits"></a> <span>Manage Cloud services quota limits</span></div><div data-slide=10 class=swiper-slide><a><img src=images/features/thumb-icons/ps_icon_11.png alt="Role permissions administration:"></a> <span>Role permissions administration</span></div></div><div class="swiper-container screen-slider-top"><div class=swiper-wrapper><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/login-screen.png alt=Customizable authentication"></figure></div><figcaption><h3>Customizable authentication</h3><ul class=list-points><li>Open LDAP</li><li>Active Directory</li><li>Cloud Identity and Access Management service user validation</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/upload_key.png alt="Secured access to personal exploratory environment"></figure></div><figcaption><h3>Secured access to personal exploratory environment</h3><ul class=list-points><li>Gateway node to access analytical environment through secured tunnel</li><li>Private key for identity control and encryption</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/home-page.png alt="Easy to use Web Interface"></figure></div><figcaption><h3>Easy to use Web Interface</h3><ul class=list-points><li>Single-click life-cycle management of analytical tools and computational resources</li><li>Dashboard and in-grid filtering</li><li>Built-in “how-to” pages</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/create-resource.png alt="Leverage the power of analytical tools"></figure></div><figcaption><h3>Leverage the power of analytical tools</h3><ul class=list-points><li>Jupyter</li><li>Zeppelin</li><li>RStudio</li><li>Tensor Flow</li><li>Deep Learning</li><li>Add computational power to your jobs by deploying elastic Spark cluster on memory, storage, compute, GPU optimized instances</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/compability_lang.png alt="Run your analytics effectively"></figure></div><figcaption><h3>Run your analytics effectively</h3><ul class=list-points><li>Python v2/v3, Scala, Apache SparkR support</li><li>Data visualization with pre-provisioned data science libraries</li><li>Cloud Storage compatibility</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/manage_env.png alt="Manage analytical environment"></figure></div><figcaption><h3>Manage analytical environment</h3><ul class=list-points><li>Start / Stop / Terminate notebooks</li><li>Add / Remove computational resources</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/manage_libs.png alt="Manage analytical environment"></figure></div><figcaption><h3>Manage analytical environment</h3><ul class=list-points><li>Enrich analytical experience installing libraries and dependencies</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/manage_git_creds.png alt="Collaboration capabilities"></figure></div><figcaption><h3>Collaboration capabilities</h3><ul class=list-points><li>Shared codebase</li><li>Shared Storage</li><li>Shared Wiki</li><li>DLab Web UI for repositories access management</li><li>Build in UnGit for easy to use source collaboration</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/report_page.png alt="Control Cloud Services Usage"></figure></div><figcaption><h3>Control Cloud Services Usage</h3><ul class=list-points><li>In-grid billing functionality</li><li>Details billing report</li><li>Admin mode to see all users</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/manage_environment.png alt="Manage Cloud services quota limits"></figure></div><figcaption><h3>Manage Cloud services quota limits</h3><ul class=list-points><li>Set cost limits for DLab’s infrastructure</li><li>Set limits per user</li><li>Alert users on reaching quota</li><li>Stop/terminate environment when quota gets depleted</li></ul></figcaption></div></div><div class=swiper-slide><div class=mac-browser><div class=fake-browser-ui><div class=frame><span class=red-dot></span> <span class=yellow-dot></span> <span class=green-dot></span></div><figure><img src=images/features/manage_roles.png alt="Role permissions administration"></figure></div><figcaption><h3>Role permissions administration</h3><ul class=list-points><li>Assign users to DLab groups</li><li>Grant users ability to create analytical tools/clusters/leverage particular instance shapes</li><li>Admin mode to manage infrastructure of the whole team</li></ul></figcaption></div></div></div><div class="swiper-button-next swiper-button-black"></div><div class="swiper-button-prev swiper-button-black"></div></div></div></section></div><footer><article><h2>Let your data scientists think about data and nothing but data</h2><button class=get-started>Get Started</button></article><div class="row logo-wrap"><div><span>© <span id=copyright></span></span> <a href=# class=logo><img src=images/logo_white.svg alt=dlab-logo></a> <span>All Rights Reserved.</span></div><ul class=social><li>You can get in touch with us on social</li><li class=social-twitter><a href=https://twitter.com/CommunityDlab target=_blank></a></li><li class=social-youtube><a href=https://www.youtube.com/c/DLabCommunity target=_blank></a></li><li class=social-github><a href=https://github.com/apache/incubator-dlab target=_blank></a></li></ul></div></footer><div id=details-overlay class=overlay><div class=overlay-wrap><article class=sources><a class=close-butt>×</a> <a class=dlab-logo></a><h2>You can download DLab from GitHub</h2><p>Our DLab sources is free to use!</p><div><a class=git-ref href=https://github.com/apache/incubator-dlab target=_blank></a></div><h2>Apache License</h2><p>Version 2.0, January 2004</p><div><a class=apache-ref href=http://www.apache.org/licenses target=_blank></a></div></article><div class=contact-us><a class=incubator-logo href=https://incubator.apache.org/projects/dlab.html target=_blank><img src=images/sources/incubator_feather_egg_logo_sm.png alt="EPAM Logo"></a><h2>Fail-safe exploratory environment for collaborative data science workflow</h2></div></div></div><script defer src=dist/app.js></script></body></html> |