{"id":"4600a231-6578-4f0c-9dd1-a4c658172145","title":"Machine Learning: Clinic — Operations and Decisions","description":"Machine Learning: Clinic — Operations and Decisions 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 18 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 AI adoption playbook assembled with prompt libraries, Claude and automation flows.","contentLanguage":"en","coverUrl":"/course-covers/machine-learning-clinic-operations-and-decisions-ecf803fd-fbc.webp","createdAt":"2026-05-26T07:47:04.090Z","updatedAt":"2026-05-26T07:51:44.647Z","durationSeconds":64800,"authorId":"cfed6b2d-0b4a-497a-acf4-d83030595b75","rating":4.592592592592593,"reviewCount":27,"expectedLessonsCount":7,"trailerUrl":null,"faq":[{"answer":"Some familiarity helps, but the course still aligns the basics before moving into applied work.","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 18 hours of guided work.","question":"How much time should I set aside each week?"},{"answer":"You will finish with a AI adoption playbook plus reusable materials built around prompt libraries and Claude.","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":79,"features":[],"highlighted":true}],"minPricingTierPrice":79,"bonuses":[],"status":"READY","archivedAt":null,"categoryId":"869af918-d185-46b9-84fe-8c771c9f7b29","lessons":[{"id":"9b8c159c-efab-44ed-9d41-c1b226ea439a","title":"Machine Learning: Clinic — Operations and Decisions — course orientation and outcomes","description":"Lesson 1 of 7 in Machine Learning: Clinic — Operations and Decisions: work through course orientation and outcomes and turn the result into a reusable part of the final AI adoption playbook using prompt libraries and Claude.","videoUrl":null,"videoFileName":null,"duration":9258,"position":0,"createdAt":"2026-05-26T07:47:04.090Z","updatedAt":"2026-05-26T07:47:04.090Z","courseId":"4600a231-6578-4f0c-9dd1-a4c658172145","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"24162800-7448-4b05-ae81-6a3368dff029","title":"Machine Learning: Clinic — Operations and Decisions — core concepts and mental models","description":"Lesson 2 of 7 in Machine Learning: Clinic — Operations and Decisions: work through core concepts and mental models and turn the result into a reusable part of the final AI adoption playbook using prompt libraries and Claude.","videoUrl":null,"videoFileName":null,"duration":9257,"position":1,"createdAt":"2026-05-26T07:47:04.090Z","updatedAt":"2026-05-26T07:47:04.090Z","courseId":"4600a231-6578-4f0c-9dd1-a4c658172145","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"f5de2b34-c7f7-48de-bc2b-e47d3e74effc","title":"Machine Learning: Clinic — Operations and Decisions — tools, setup, and learning environment","description":"Lesson 3 of 7 in Machine Learning: Clinic — Operations and Decisions: work through tools, setup, and learning environment and turn the result into a reusable part of the final AI adoption playbook using prompt libraries and Claude.","videoUrl":null,"videoFileName":null,"duration":9257,"position":2,"createdAt":"2026-05-26T07:47:04.090Z","updatedAt":"2026-05-26T07:47:04.090Z","courseId":"4600a231-6578-4f0c-9dd1-a4c658172145","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"cd1eed09-5145-4ad5-ad83-c687bc8d0311","title":"Machine Learning: Clinic — Operations and Decisions — practical workflows and process design","description":"Lesson 4 of 7 in Machine Learning: Clinic — Operations and Decisions: work through practical workflows and process design and turn the result into a reusable part of the final AI adoption playbook using prompt libraries and Claude.","videoUrl":null,"videoFileName":null,"duration":9257,"position":3,"createdAt":"2026-05-26T07:47:04.090Z","updatedAt":"2026-05-26T07:47:04.090Z","courseId":"4600a231-6578-4f0c-9dd1-a4c658172145","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"83b79000-b9d3-4799-a63a-80c0b1399be8","title":"Machine Learning: Clinic — Operations and Decisions — real cases and guided practice","description":"Lesson 5 of 7 in Machine Learning: Clinic — Operations and Decisions: work through real cases and guided practice and turn the result into a reusable part of the final AI adoption playbook using prompt libraries and Claude.","videoUrl":null,"videoFileName":null,"duration":9257,"position":4,"createdAt":"2026-05-26T07:47:04.090Z","updatedAt":"2026-05-26T07:47:04.090Z","courseId":"4600a231-6578-4f0c-9dd1-a4c658172145","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"f97c5419-6f3d-4538-9311-c26151ef38ee","title":"Machine Learning: Clinic — Operations and Decisions — evaluation, quality, and safety","description":"Lesson 6 of 7 in Machine Learning: Clinic — Operations and Decisions: work through evaluation, quality, and safety and turn the result into a reusable part of the final AI adoption playbook using prompt libraries and Claude.","videoUrl":null,"videoFileName":null,"duration":9257,"position":5,"createdAt":"2026-05-26T07:47:04.090Z","updatedAt":"2026-05-26T07:47:04.090Z","courseId":"4600a231-6578-4f0c-9dd1-a4c658172145","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"7ccc7a5e-4859-42cd-a094-ea6ee5e7096d","title":"Machine Learning: Clinic — Operations and Decisions — project build and review","description":"Lesson 7 of 7 in Machine Learning: Clinic — Operations and Decisions: work through project build and review and turn the result into a reusable part of the final AI adoption playbook using prompt libraries and Claude.","videoUrl":null,"videoFileName":null,"duration":9257,"position":6,"createdAt":"2026-05-26T07:47:04.090Z","updatedAt":"2026-05-26T07:47:04.090Z","courseId":"4600a231-6578-4f0c-9dd1-a4c658172145","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"cfed6b2d-0b4a-497a-acf4-d83030595b75","name":"Jonathan Barnes","avatarUrl":"https://lernrise.com/public/avatars/teacher-avatars/en/c8f3a07f-8cc2-44ca-b707-57d4c9c212e4.webp","bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}