{"id":1184482,"date":"2021-04-07T09:55:58","date_gmt":"2021-04-07T16:55:58","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=1184482"},"modified":"2023-07-07T16:47:38","modified_gmt":"2023-07-07T23:47:38","slug":"dev-summit-2021-arcgis-a-complete-system-for-spatial-analysis-data-science-and-geospatial-ai","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/analytics\/dev-summit-2021-arcgis-a-complete-system-for-spatial-analysis-data-science-and-geospatial-ai","title":{"rendered":"Dev Summit 2021: ArcGIS – a complete system for Spatial Analysis, Data Science, and Geospatial AI"},"author":6181,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341,22931,37121],"tags":[31601,759812],"industry":[],"product":[421922,36841,36571,36941,36551,36561,756702],"class_list":["post-1184482","blog","type-blog","status-publish","format-standard","hentry","category-analytics","category-imagery","category-real-time","tag-data-science","tag-dev-summit-2021-demo","product-arcgis","product-api-python","product-arcgis-enterprise","product-geoanalytics-server","product-arcgis-online","product-arcgis-pro","product-arcgis-velocity"],"acf":{"short_description":"ArcGIS brings analytical methods and spatial methodologies to life to uncover hidden patterns to predict and drive decision making.","flexible_content":[{"acf_fc_layout":"content","content":"

In this morning\u2019s Developer Summit plenary,\u00a0<\/span><\/span>Jay, Lauren, Rohit, and <\/span><\/span>our presenters <\/span><\/span>demonstrated <\/span><\/span>how <\/span><\/span>ArcGIS brings <\/span><\/span>analytical methods and spatial\u00a0<\/span><\/span>methodologies\u00a0<\/span><\/span>to\u00a0<\/span><\/span>life to\u00a0<\/span><\/span>uncover hidden patterns<\/span><\/span>\u00a0to<\/span><\/span>\u00a0predict and\u00a0<\/span><\/span>drive\u00a0<\/span><\/span>decision<\/span><\/span>\u00a0making.\u00a0<\/span><\/span>\u00a0<\/span><\/span>S<\/span><\/span>patial machine learning and deep learning AI models\u00a0<\/span><\/span>are integrated into ArcGIS\u00a0<\/span><\/span>to help you solve complex problems.<\/span><\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"content","content":"

If you missed today\u2019s plenary<\/span><\/span>\u00a0or you<\/span><\/span>\u2019ve seen<\/span><\/span>\u00a0it and are ready to learn more<\/span><\/span>, we\u2019ve got you covered.\u00a0<\/span><\/span>Here, w<\/span><\/span>e\u2019ve provided an<\/span><\/span>\u00a0overview\u00a0<\/span><\/span>of today\u2019s themes\u00a0<\/span><\/span>along with companion blogs and articles to learn more<\/span><\/span>.\u00a0<\/span><\/span>Once\u00a0<\/span><\/span>recorded\u202fplenary\u202fvideos<\/span><\/span>\u00a0<\/span><\/span>are available<\/span><\/span>, we\u2019ll include links to them within each respective blog<\/span><\/span>.<\/span><\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1184662,"id":1184662,"title":"Slide2","filename":"Slide2-1.jpg","filesize":70355,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/analytics\/dev-summit-2021-arcgis-a-complete-system-for-spatial-analysis-data-science-and-geospatial-ai\/slide2-4","alt":"","author":"6181","description":"","caption":"","name":"slide2-4","status":"inherit","uploaded_to":1184482,"date":"2021-04-06 22:54:31","modified":"2021-04-06 22:54:31","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1280,"height":720,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1.jpg","medium-width":464,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1.jpg","medium_large-width":768,"medium_large-height":432,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1.jpg","large-width":1280,"large-height":720,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1.jpg","1536x1536-width":1280,"1536x1536-height":720,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1.jpg","2048x2048-width":1280,"2048x2048-height":720,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1-826x465.jpg","card_image-width":826,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/Slide2-1.jpg","wide_image-width":1280,"wide_image-height":720}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

Today\u2019s demos were centered around\u00a0<\/span><\/span>data<\/span><\/span>, which<\/span><\/span>\u00a0is fundamental to<\/span><\/span>\u00a0s<\/span><\/span>olv<\/span><\/span>ing<\/span><\/span>\u00a0spatial problems<\/span><\/span>\u00a0and to ultimately\u00a0<\/span><\/span>drive better understanding and decision making<\/span><\/span>.<\/span><\/span>\u00a0<\/span><\/p>\n

Through\u00a0<\/span><\/span>ArcGIS<\/span><\/span>, w<\/span><\/span>e saw a variety of ways in which we<\/span><\/span>\u00a0can<\/span><\/span>\u00a0bring\u00a0<\/span><\/span>many different data types and formats<\/span><\/span>\u00a0<\/span><\/span>together\u00a0<\/span><\/span>in a systematic\u00a0<\/span><\/span>way. F<\/span><\/span>rom data collection to data management to secur<\/span><\/span>ing<\/span><\/span>\u00a0data access via web services,\u00a0<\/span><\/span>the system is\u00a0<\/span><\/span>optimized for\u00a0<\/span><\/span>visualization and analysis<\/span><\/span>.<\/span><\/span>\u00a0<\/span><\/p>\n

And, o<\/span><\/span>nce your data is prepared and ready for analysis,\u00a0<\/span><\/span>you can\u00a0<\/span>use<\/span>\u00a0<\/span><\/span>ArcGIS Pro<\/span><\/span><\/a>,\u00a0<\/span><\/span>ArcGIS <\/span><\/span>Enterprise<\/span><\/span><\/a>,<\/span><\/span>\u00a0and\u00a0<\/span><\/span>ArcGIS\u00a0<\/span><\/span>Online<\/span><\/span><\/a>\u00a0as a complete system to manage your workflows<\/span><\/span>.<\/span><\/span>\u00a0Below is an overview of each main section and provides links to learn more.<\/span><\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"content","content":"

System overview and highlights<\/span><\/span>\u00a0<\/span><\/strong><\/h3>\n"},{"acf_fc_layout":"youtube","start_time":"0","end_time":"","youtube_video_url":"