{"id":"600c5e66-e403-45a1-be0c-722a5d0c23c2","title":"Deep Learning: Complete — Projects and Assignments","description":"Deep Learning: Complete — Projects and Assignments helps learners move from understanding to execution through 10 lessons (~37 hours). It is aimed at career starters and switchers aged 25–34, with emphasis on core concepts and mental models, model training and iteration and tools, setup, and learning environment, and ends with a applied AI prototype that can be used in work or in a portfolio.","contentLanguage":"en","coverUrl":"/course-covers/deep-learning-complete-projects-and-assignments-7d66d0c1-618.webp","createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:51:42.650Z","durationSeconds":133200,"authorId":"e67a2597-d882-48e2-82e3-b9a77049176a","rating":4.851063829787234,"reviewCount":47,"expectedLessonsCount":10,"trailerUrl":null,"faq":[{"answer":"Familiarity with machine learning basics is recommended. The course starts with a clear ramp-up and then moves into projects and assignments.","question":"Do I need prior experience?"},{"answer":"A comfortable pace is 6–8 hours per week. In total, the course includes 10 lessons and about 37 hours of guided study.","question":"How much time should I set aside each week?"},{"answer":"You will finish with a applied AI prototype plus reusable materials built around neural networks, TensorFlow and PyTorch.","question":"What will I finish the course with?"}],"learningOutcomes":null,"requirements":null,"levels":["advanced"],"firstLessonFreePreviewEnabled":false,"certificateEnabled":true,"isPlatformCourse":false,"pricingTiers":[{"id":"standard","name":"Standard","price":149,"features":[],"highlighted":true}],"minPricingTierPrice":149,"bonuses":[],"status":"READY","archivedAt":null,"categoryId":"869af918-d185-46b9-84fe-8c771c9f7b29","lessons":[{"id":"2ccb2dbe-d0f7-48e5-8b0d-6274eebb7590","title":"Deep Learning: Complete — Projects and Assignments — course orientation and outcomes","description":"Lesson 1 of 10 in Deep Learning: Complete — Projects and Assignments: work through course orientation and outcomes in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":0,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"c8e4da37-d714-4c14-9984-d9c24acfd638","title":"Deep Learning: Complete — Projects and Assignments — core concepts and mental models","description":"Lesson 2 of 10 in Deep Learning: Complete — Projects and Assignments: work through core concepts and mental models in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":1,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"62597f7c-b761-4e8e-a7f6-89eaa3a1457d","title":"Deep Learning: Complete — Projects and Assignments — model training and iteration","description":"Lesson 3 of 10 in Deep Learning: Complete — Projects and Assignments: work through model training and iteration in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":2,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"76d0a1bd-dcc5-4596-be02-4f0954fe06de","title":"Deep Learning: Complete — Projects and Assignments — tools, setup, and learning environment","description":"Lesson 4 of 10 in Deep Learning: Complete — Projects and Assignments: work through tools, setup, and learning environment in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":3,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"4429b3dc-f02e-4fa0-89c5-17803cdf5013","title":"Deep Learning: Complete — Projects and Assignments — real cases and guided practice","description":"Lesson 5 of 10 in Deep Learning: Complete — Projects and Assignments: work through real cases and guided practice in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":4,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"2ae3b6ee-d24c-4608-9ef1-6fc41fd85e70","title":"Deep Learning: Complete — Projects and Assignments — evaluation, quality, and safety","description":"Lesson 6 of 10 in Deep Learning: Complete — Projects and Assignments: work through evaluation, quality, and safety in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":5,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"9db27ec4-4ff2-45a0-8930-a50536c5a613","title":"Deep Learning: Complete — Projects and Assignments — project build and review","description":"Lesson 7 of 10 in Deep Learning: Complete — Projects and Assignments: work through project build and review in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":6,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"e2c9b388-761f-4e5d-803b-4be83217ae93","title":"Deep Learning: Complete — Projects and Assignments — metrics, quality, and decision criteria","description":"Lesson 8 of 10 in Deep Learning: Complete — Projects and Assignments: work through metrics, quality, and decision criteria in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":7,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"60b3d1ef-43cb-4133-bb50-907f4ea675eb","title":"Deep Learning: Complete — Projects and Assignments — troubleshooting and common pitfalls","description":"Lesson 9 of 10 in Deep Learning: Complete — Projects and Assignments: work through troubleshooting and common pitfalls in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":8,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"3acbdbf2-2759-4cc7-9d92-c2475eb7ff05","title":"Deep Learning: Complete — Projects and Assignments — implementation, handoff, and next steps","description":"Lesson 10 of 10 in Deep Learning: Complete — Projects and Assignments: work through implementation, handoff, and next steps in the context of Deep Learning, and turn the result into a reusable part of the final applied AI prototype using neural networks and TensorFlow.","videoUrl":null,"videoFileName":null,"duration":13320,"position":9,"createdAt":"2026-05-26T07:46:03.124Z","updatedAt":"2026-05-26T07:46:03.124Z","courseId":"600c5e66-e403-45a1-be0c-722a5d0c23c2","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"e67a2597-d882-48e2-82e3-b9a77049176a","name":"Nathaniel Chandler","avatarUrl":"https://lernrise.com/public/avatars/teacher-avatars/en/b81c681f-9275-4a0d-87a9-c30dd42de52d.webp","bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}