{"id":"444a07a9-50a4-4c11-9c49-e2368beae0d7","title":"Machine Learning: Builder — Systems and Routines","description":"Machine Learning: Builder — Systems and Routines is designed for career starters and switchers aged 25–34 who need a concrete, portfolio-ready result instead of abstract theory. Across 7 lessons and about 14 hours, the curriculum focuses on course orientation and outcomes, core concepts and mental models, and tools, setup, and learning environment; the final deliverable is a assistant rollout pack assembled with prompt libraries, ChatGPT and knowledge bases.","contentLanguage":"en","coverUrl":"/course-covers/machine-learning-builder-systems-and-routines-419bc8a9-db3.webp","createdAt":"2026-05-26T07:47:06.427Z","updatedAt":"2026-05-26T07:51:44.645Z","durationSeconds":50400,"authorId":"bc7885ab-7616-401c-a7e9-87ca321943a4","rating":4.230769230769231,"reviewCount":13,"expectedLessonsCount":7,"trailerUrl":null,"faq":[{"answer":"No prior experience is required. The first lessons create a clean ramp-up before moving into applied scenarios.","question":"Do I need prior experience?"},{"answer":"A comfortable pace is 3–5 hours per week. In total, the course includes 7 lessons and about 14 hours of guided work.","question":"How much time should I set aside each week?"},{"answer":"You will finish with a assistant rollout pack plus reusable materials built around prompt libraries and ChatGPT.","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":89,"features":[],"highlighted":true}],"minPricingTierPrice":89,"bonuses":[],"status":"READY","archivedAt":null,"categoryId":"869af918-d185-46b9-84fe-8c771c9f7b29","lessons":[{"id":"2582ffb6-f254-4654-82f0-9707f4a1ce44","title":"Machine Learning: Builder — Systems and Routines — course orientation and outcomes","description":"Lesson 1 of 7 in Machine Learning: Builder — Systems and Routines: work through course orientation and outcomes and turn the result into a reusable part of the final assistant rollout pack using prompt libraries and ChatGPT.","videoUrl":null,"videoFileName":null,"duration":7200,"position":0,"createdAt":"2026-05-26T07:47:06.427Z","updatedAt":"2026-05-26T07:47:06.427Z","courseId":"444a07a9-50a4-4c11-9c49-e2368beae0d7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"a352eff2-6c11-4c4c-b6f8-ed59b1db2bd0","title":"Machine Learning: Builder — Systems and Routines — core concepts and mental models","description":"Lesson 2 of 7 in Machine Learning: Builder — Systems and Routines: work through core concepts and mental models and turn the result into a reusable part of the final assistant rollout pack using prompt libraries and ChatGPT.","videoUrl":null,"videoFileName":null,"duration":7200,"position":1,"createdAt":"2026-05-26T07:47:06.427Z","updatedAt":"2026-05-26T07:47:06.427Z","courseId":"444a07a9-50a4-4c11-9c49-e2368beae0d7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"fe4b3de7-e52c-44d7-ba93-a97697340c7d","title":"Machine Learning: Builder — Systems and Routines — tools, setup, and learning environment","description":"Lesson 3 of 7 in Machine Learning: Builder — Systems and Routines: work through tools, setup, and learning environment and turn the result into a reusable part of the final assistant rollout pack using prompt libraries and ChatGPT.","videoUrl":null,"videoFileName":null,"duration":7200,"position":2,"createdAt":"2026-05-26T07:47:06.427Z","updatedAt":"2026-05-26T07:47:06.427Z","courseId":"444a07a9-50a4-4c11-9c49-e2368beae0d7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"f8b9d64d-8b04-409d-a60c-04d955e3f7c2","title":"Machine Learning: Builder — Systems and Routines — practical workflows and process design","description":"Lesson 4 of 7 in Machine Learning: Builder — Systems and Routines: work through practical workflows and process design and turn the result into a reusable part of the final assistant rollout pack using prompt libraries and ChatGPT.","videoUrl":null,"videoFileName":null,"duration":7200,"position":3,"createdAt":"2026-05-26T07:47:06.427Z","updatedAt":"2026-05-26T07:47:06.427Z","courseId":"444a07a9-50a4-4c11-9c49-e2368beae0d7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"b6ef9512-cf70-4796-ab69-44855ec56ba5","title":"Machine Learning: Builder — Systems and Routines — real cases and guided practice","description":"Lesson 5 of 7 in Machine Learning: Builder — Systems and Routines: work through real cases and guided practice and turn the result into a reusable part of the final assistant rollout pack using prompt libraries and ChatGPT.","videoUrl":null,"videoFileName":null,"duration":7200,"position":4,"createdAt":"2026-05-26T07:47:06.427Z","updatedAt":"2026-05-26T07:47:06.427Z","courseId":"444a07a9-50a4-4c11-9c49-e2368beae0d7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"d9b78f11-8b71-435a-9064-e9c7bbb128a3","title":"Machine Learning: Builder — Systems and Routines — evaluation, quality, and safety","description":"Lesson 6 of 7 in Machine Learning: Builder — Systems and Routines: work through evaluation, quality, and safety and turn the result into a reusable part of the final assistant rollout pack using prompt libraries and ChatGPT.","videoUrl":null,"videoFileName":null,"duration":7200,"position":5,"createdAt":"2026-05-26T07:47:06.427Z","updatedAt":"2026-05-26T07:47:06.427Z","courseId":"444a07a9-50a4-4c11-9c49-e2368beae0d7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"69d8837a-b75c-405d-a5b5-7de8e0ac43de","title":"Machine Learning: Builder — Systems and Routines — project build and review","description":"Lesson 7 of 7 in Machine Learning: Builder — Systems and Routines: work through project build and review and turn the result into a reusable part of the final assistant rollout pack using prompt libraries and ChatGPT.","videoUrl":null,"videoFileName":null,"duration":7200,"position":6,"createdAt":"2026-05-26T07:47:06.427Z","updatedAt":"2026-05-26T07:47:06.427Z","courseId":"444a07a9-50a4-4c11-9c49-e2368beae0d7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"bc7885ab-7616-401c-a7e9-87ca321943a4","name":"Benjamin Bennett","avatarUrl":null,"bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}