<http://localhost:4040/dataset/itc_courses/resource/http%3A%2F%2Fgch.utwente.nl%2Fdata%2Flearning_unit%2Fb996338b-1c28-4516-90ae-02c33d54afb5> <http://xmlns.com/foaf/0.1/primaryTopic> <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://gch.utwente.nl/ontology#constitutes> <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#courseNumber> "0" . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#credits> "5.0" . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#durationInHoursFromECTS> "140.0" . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#durationInWeeks> "10.0" . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasCourseLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/4e7d8cfe-3b60-4fd9-a91e-e43ca647cce1> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasCourseLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/772ba553-5b65-4084-9878-a3ba3a6130d0> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasCourseLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/b868de0e-0f9f-4d1c-b1b8-c3e05e8cfca3> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasCourseLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/d69f23bd-1695-4ca2-9466-e3cc67988295> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasCourseLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/fa2193d6-5c87-44f4-83bf-732986b6f886> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasDeliveryMode> "F2F" . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/4e7d8cfe-3b60-4fd9-a91e-e43ca647cce1> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/772ba553-5b65-4084-9878-a3ba3a6130d0> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/b868de0e-0f9f-4d1c-b1b8-c3e05e8cfca3> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/d69f23bd-1695-4ca2-9466-e3cc67988295> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningOutcome> <http://gch.utwente.nl/data/learning_outcome/fa2193d6-5c87-44f4-83bf-732986b6f886> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/69156cbd-ae11-4cc9-a851-f9de99e297f3> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/7edb54e1-f237-4aeb-bfca-07681ea72d4e> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/88079ac3-614b-4b25-8062-fce225cb2096> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/a0c6cea0-4cb7-4577-b50d-ef4476e36ea0> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/a8817fa9-7bd6-45d7-83a0-edf76fec19d7> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/ba5c334c-1b16-4e02-af7d-d92d2c11f181> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/de1247fe-1b7b-46ee-87c5-7f7ba5ca3b3b> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/e3a75cba-98b8-470a-913d-877bdfc0ba03> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasLearningUnit> <http://gch.utwente.nl/data/learning_unit/ff4f6d14-4d42-4d24-ba17-39f3cc9ce6ff> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasPrerequisiteComment> "Machine Learning for Geosciences or equivalent"@en . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/05808b29-130e-4e10-ae06-239a7af44eb9> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/0c63e6b1-9752-4b62-a942-192cbef65315> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/0d541ac9-cf28-4175-b9c4-db74c86a13b8> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/0dfaf4f8-a3cc-437a-932a-254c27668400> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/188fa0e4-2bc0-4a05-9f69-fce264879f02> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/18b89195-1ab3-423d-92b2-0cfc63fe3fa7> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/1b2aa82e-d0d0-49c8-88dc-8bcf64d9ed35> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/1d266820-2f4a-4a24-a379-93e82df62031> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/29b91e29-7904-4099-8df2-98f9997ad853> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/2b61c286-a75f-4e2b-87bb-2f1020dd0995> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/2bddd21f-a66e-4f63-a5c6-0036b476a8a1> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/315ee27b-0079-4b42-a5cb-e34783d79471> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/35cca3c5-65db-44f4-a5f3-a75bf307bfad> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/376a1f16-5b40-4e0e-84b3-9187603f030b> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/37c92ea1-58dc-4847-aecd-39308d71f2e7> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/3d1d9910-2544-44e7-9ec7-113a4ea70312> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/427246a4-af22-42b5-b696-cd28ca1b924f> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/4886f772-36ef-4225-8cfd-07eb51007145> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/574893ca-0574-42ff-974c-afe06643c3ac> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/5ebed3cf-92f0-41e6-b1b5-416c50e5129f> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/69ba36fe-85fe-48f1-864a-0b153bc24e23> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/6b98c3bb-680d-4919-953c-290e755660e5> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/6d76af35-f03e-4db3-a9fa-0d55a2ff1b02> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/6eb0d97d-990b-44b0-9dbb-a3abbe8c3173> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/6fbf2b03-e6e8-403c-98de-2fa08a9cc550> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/76536a23-4401-4a44-9223-f178a8fedb6f> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/7724cbac-1081-4347-b9d3-42ac132b8eb0> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/79b156a7-b97a-4d15-ac7b-57629c90f863> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/7d321a10-e7ce-4e2c-9f76-bd1393676163> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/80e5394f-4a56-4cf0-a681-83e2d51e66a8> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/819f7fcd-50df-483d-a40c-617e12cbb060> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/863b7be5-2cae-47b9-88cf-c7f86e2b9201> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/86f748d2-aad4-4889-b8de-955ef8b9e6dc> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/8b74f8f6-55bd-4e93-b37e-3897325b81a1> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/933ddc7f-acff-4cae-9038-84acbf30a978> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/9344e1a8-834b-4d80-9905-f33cad66b0bf> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/94fa053b-ba59-4966-9674-6cc182b5a7c3> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/9574d8f0-828e-447b-9569-d9f6938f5527> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/975ba64e-cea8-46a1-8c57-a2a10081dc03> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/a82b8c40-bd09-4102-8d51-e1a9961e3a39> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/a92a7f3a-a340-4c01-821c-b49455a2fa72> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/a9810bbb-6083-48a4-b1dd-5d9bc0d04e56> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/aa902ccc-141d-4f79-98fd-71c3703bf9cb> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/abbdc68b-8b96-4de7-a722-a24bfe375441> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/afd707c3-93bf-45dc-8cf3-acb7f288e33c> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/b1835b1b-16f2-4201-b5b7-9450faef022d> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/b4b7265d-b2bd-42aa-a4d7-5e5cd1f0f4bd> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/b98dd6d9-2e58-48e4-b963-05433e8a0fdb> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/bde2b108-dbf5-4635-8219-98d9305237c6> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/c864c07d-ed6c-4a0a-b706-9b998a1d84da> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/c92e6bba-c543-480f-b09b-11fa8fb4e968> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/ccda6780-8618-4a76-a8d5-cc7aefded9d8> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/dc8477b0-a820-4be9-85d7-c6f907638a31> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/e1db7c55-6975-42b4-8748-98ec9e66a063> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/e373eae6-3dcc-4c45-b864-80bbf79c5e04> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/e49333bc-c3b2-4ef1-b46a-669a21cdd4b5> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/e523ce66-73c6-4932-8397-d3edbe60f225> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/ea901dd9-345c-4617-b287-d87c35cdea1e> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/ee6570b1-73ea-4987-9109-baf0136256e4> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/f0820b78-a3b4-4436-b13b-67393973390f> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/f2539db8-7953-4643-b07b-eef0c56e378e> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/f35f231e-5fa0-47fe-9b97-02926ec52aa9> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/f8a477e1-ea6a-43b0-ae99-6e7e51719909> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/fab2bf0c-4319-4057-847a-99da55a7daef> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/fb3da37f-362f-490d-bf45-383b3f8c9d04> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/fe0bf4f5-3c91-416c-9e3f-db7cf320609f> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/fe39711b-4323-4751-9e06-90086421597a> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isElective> "No"@en . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isFoundation> "No"@en . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isPartOfLearningPathway> <http://gch.utwente.nl/data/learning_pathway/1dce0489-ef8d-416f-b6f2-cbc0eb917e23> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isPartOfLearningPathway> <http://gch.utwente.nl/data/learning_pathway/8e513d47-9f8c-43b4-8481-da6b1dbdb07e> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isPartOfLearningPathway> <http://gch.utwente.nl/data/learning_pathway/8f2cccff-9f35-4e1f-ac9a-17f759e2f40f> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isPartOfLearningPathway> <http://gch.utwente.nl/data/learning_pathway/a671693d-6474-40b2-b235-6b1ea1f15b3a> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isPartOfLearningPathway> <http://gch.utwente.nl/data/learning_pathway/ce38c7cf-07c6-4bdd-a379-1ab2a77a1ab8> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isPartOfProgramme> <http://gch.utwente.nl/data/programme/bbc86d6a-aa0e-4fbc-83f1-f0ff60b11e27> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isPartOfSpecialisation> <http://gch.utwente.nl/data/specialisation/0d82b8b3-b98b-4a5a-b47f-78cf4ed17c2f> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#isPartOfSpecialisation> <http://gch.utwente.nl/data/specialisation/8a20a426-6280-418e-95fd-288f6eff476b> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#numberOfStaff> "4.0" . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://gch.utwente.nl/ontology#quartileAlternativeITC> "4.0" . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://purl.org/dc/terms/abstract> "CONCEPT (not yet confirmed by all GEO-AI staff):\nBuilding on the foundations laid in the Machine Learning for Geospatial Sciences course, this advanced program delves into the forefront of machine learning and deep learning technologies tailored for geospatial applications. Here, you will explore sophisticated models and techniques that enable the analysis of both spatial and spatio-temporal data, addressing complex real-world challenges with precision and insight.\nThe course begins with an in-depth exploration of advanced machine learning algorithms, designed to handle the unique complexities of geospatial data. You will learn to apply these algorithms to model intricate spatial patterns and relationships, enhancing your ability to derive meaningful insights from diverse geospatial datasets.\nDeep learning algorithms, known for their capacity to process large and complex datasets, will be a significant focus. You will master techniques for analyzing geospatial imagery, recognizing patterns, and making accurate predictions. Algorithms like Recurrent NN, Transformers and Graph NN empower you to extract detailed and valuable information from high-resolution and divers geospatial data.\nHandling spatio-temporal data requires specialized approaches. You will learn advanced methods for analyzing time series data, predicting temporal changes in geospatial phenomena, and help understanding the dynamics of processes such as weather patterns, urban growth, and environmental shifts.\nState-of-the-art architectures and methods will be introduced, highlighting their remarkable ability to capture and model complex dependencies in data. You will explore their application in geospatial sciences, particularly in tasks requiring attention mechanisms to focus on relevant spatial regions or temporal sequences.\nAn important component of this course is Explainable AI (XAI), ensuring transparency and interpretability of your models. You will learn techniques to make complex models understandable, fostering trust and facilitating informed decision-making in geospatial applications. We will discuss the ethical implications of AI in geospatial sciences, emphasizing the importance of responsible data use, privacy concerns, and the societal impact of AI-driven decisions.\nBy the end of this course, you will be proficient in leveraging advanced machine learning and deep learning techniques for geospatial sciences, equipped to tackle sophisticated spatial and spatio-temporal challenges ethically and transparently. Join us to advance your expertise and contribute to the transformative power of AI in geospatial sciences!"@en . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://purl.org/dc/terms/title> "Advanced Machine Learning for Geospatial Sciences"@en . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://gch.utwente.nl/ontology#Course> . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://www.w3.org/2000/01/rdf-schema#label> "Advanced Machine Learning for Geospatial Sciences"@en . <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> <http://www.w3.org/2004/02/skos/core#prefLabel> "Advanced Machine Learning for Geospatial Sciences"@en . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> . <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> <http://schema.org/url> "https://ltb.itc.utwente.nl/page/792/concept/152729" . <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2004/02/skos/core#Concept> . <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> <http://www.w3.org/2000/01/rdf-schema#label> "Object detection"@en . <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> <http://www.w3.org/2004/02/skos/core#inScheme> <http://gch.utwente.nl/data/bok/6b5d8693-5cfb-42ac-bcc0-fd1aba5ef232> . <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> . <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/course/a7ac751e-57a2-497c-9602-aba7b560c592> . <http://gch.utwente.nl/data/concept/07af498c-0d58-413f-bb19-34f69a7f6535> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/574893ca-0574-42ff-974c-afe06643c3ac> . <http://gch.utwente.nl/data/concept/574893ca-0574-42ff-974c-afe06643c3ac> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> . <http://gch.utwente.nl/data/concept/574893ca-0574-42ff-974c-afe06643c3ac> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> . <http://gch.utwente.nl/data/concept/574893ca-0574-42ff-974c-afe06643c3ac> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2004/02/skos/core#Concept> . <http://gch.utwente.nl/data/concept/574893ca-0574-42ff-974c-afe06643c3ac> <http://www.w3.org/2000/01/rdf-schema#label> "advanced architectures"@en . <http://gch.utwente.nl/data/concept/574893ca-0574-42ff-974c-afe06643c3ac> <http://www.w3.org/2004/02/skos/core#inScheme> <http://gch.utwente.nl/data/bok/6a3a3760-b47b-42bd-b001-4c949004de51> . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/94fa053b-ba59-4966-9674-6cc182b5a7c3> . <http://gch.utwente.nl/data/concept/94fa053b-ba59-4966-9674-6cc182b5a7c3> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> . <http://gch.utwente.nl/data/concept/94fa053b-ba59-4966-9674-6cc182b5a7c3> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> . <http://gch.utwente.nl/data/concept/94fa053b-ba59-4966-9674-6cc182b5a7c3> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2004/02/skos/core#Concept> . <http://gch.utwente.nl/data/concept/94fa053b-ba59-4966-9674-6cc182b5a7c3> <http://www.w3.org/2000/01/rdf-schema#label> "Fully convolutional networks"@en . <http://gch.utwente.nl/data/concept/94fa053b-ba59-4966-9674-6cc182b5a7c3> <http://www.w3.org/2004/02/skos/core#inScheme> <http://gch.utwente.nl/data/bok/6a3a3760-b47b-42bd-b001-4c949004de51> . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> . <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> <http://schema.org/url> "https://ltb.itc.utwente.nl/page/792/concept/152838" . <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2004/02/skos/core#Concept> . <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> <http://www.w3.org/2000/01/rdf-schema#label> "Semantic segmentation"@en . <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> <http://www.w3.org/2004/02/skos/core#inScheme> <http://gch.utwente.nl/data/bok/6b5d8693-5cfb-42ac-bcc0-fd1aba5ef232> . <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> . <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/course/a7ac751e-57a2-497c-9602-aba7b560c592> . <http://gch.utwente.nl/data/concept/a666ca0a-cd5d-43aa-9bb3-487a589c1130> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://gch.utwente.nl/ontology#hasSubject> <http://gch.utwente.nl/data/concept/fb3da37f-362f-490d-bf45-383b3f8c9d04> . <http://gch.utwente.nl/data/concept/fb3da37f-362f-490d-bf45-383b3f8c9d04> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> . <http://gch.utwente.nl/data/concept/fb3da37f-362f-490d-bf45-383b3f8c9d04> <http://gch.utwente.nl/ontology#isSubjectOf> <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> . <http://gch.utwente.nl/data/concept/fb3da37f-362f-490d-bf45-383b3f8c9d04> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2004/02/skos/core#Concept> . <http://gch.utwente.nl/data/concept/fb3da37f-362f-490d-bf45-383b3f8c9d04> <http://www.w3.org/2000/01/rdf-schema#label> "instance segmentation"@en . <http://gch.utwente.nl/data/concept/fb3da37f-362f-490d-bf45-383b3f8c9d04> <http://www.w3.org/2004/02/skos/core#inScheme> <http://gch.utwente.nl/data/bok/6a3a3760-b47b-42bd-b001-4c949004de51> . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://gch.utwente.nl/ontology#isLearningUnitOf> <http://gch.utwente.nl/data/course/4e168543-5f7d-4994-9e10-e78adc933086> . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://gch.utwente.nl/ontology#LearningUnit> . <http://gch.utwente.nl/ontology#LearningUnit> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2002/07/owl#Class> . <http://gch.utwente.nl/ontology#LearningUnit> <http://www.w3.org/2000/01/rdf-schema#label> "Learning unit"@en . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://www.w3.org/2000/01/rdf-schema#label> "Introduction to Deep Learning"@en . <http://gch.utwente.nl/data/learning_unit/b996338b-1c28-4516-90ae-02c33d54afb5> <http://www.w3.org/2004/02/skos/core#altLabel> "Advanced Machine Learning for Geospatial Sciences: LU2"@en .