{"id":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","title":"LLM Fundamentals: Lab — Implementation at Work","description":"The course LLM Fundamentals: Lab — Implementation at Work is designed for career starters and switchers aged 25–34 and turns the topic into a practical result instead of abstract theory. The program includes 9 lessons, applied work with transformers, tokens and context windows, and a final LLM evaluation notebook; the focus is core concepts and mental models, queries, models, and structure and practical workflows and process design.","contentLanguage":"en","coverUrl":"/course-covers/llm-fundamentals-lab-implementation-at-work-45342dff-35c.webp","createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:51:44.563Z","durationSeconds":82800,"authorId":"57423039-05f3-4da0-949b-3e5850cc8499","rating":4.913043478260869,"reviewCount":23,"expectedLessonsCount":9,"trailerUrl":null,"faq":[{"answer":"Basic familiarity with digital tools will help. The course starts with a clear ramp-up and then moves into implementation at work.","question":"Do I need prior experience?"},{"answer":"A comfortable pace is 4–6 hours per week. In total, the course includes 9 lessons and about 23 hours of guided study.","question":"How much time should I set aside each week?"},{"answer":"You will finish with a LLM evaluation notebook plus reusable materials built around transformers, tokens and context windows.","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":119,"features":[],"highlighted":true}],"minPricingTierPrice":119,"bonuses":[],"status":"READY","archivedAt":null,"categoryId":"869af918-d185-46b9-84fe-8c771c9f7b29","lessons":[{"id":"658aab14-2afd-44df-8f3c-7358d41033c1","title":"LLM Fundamentals: Lab — Implementation at Work — course orientation and outcomes","description":"Lesson 1 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through course orientation and outcomes in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":0,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"975fca04-793d-47dc-9a36-876565746380","title":"LLM Fundamentals: Lab — Implementation at Work — core concepts and mental models","description":"Lesson 2 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through core concepts and mental models in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":1,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"20bf8012-5f3e-4c1e-b579-523c8a455cb9","title":"LLM Fundamentals: Lab — Implementation at Work — queries, models, and structure","description":"Lesson 3 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through queries, models, and structure in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":2,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"82c9d06d-21f9-4b08-acce-9e7a5a6702ff","title":"LLM Fundamentals: Lab — Implementation at Work — practical workflows and process design","description":"Lesson 4 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through practical workflows and process design in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":3,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"363bcfbc-19fb-4885-a37f-1c53eb863784","title":"LLM Fundamentals: Lab — Implementation at Work — evaluation, quality, and safety","description":"Lesson 5 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through evaluation, quality, and safety in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":4,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"5c84d63d-66a2-487f-a9b3-e987aff656c0","title":"LLM Fundamentals: Lab — Implementation at Work — project build and review","description":"Lesson 6 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through project build and review in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":5,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"bead08cb-37d3-4c39-818d-4ce3c66bfddc","title":"LLM Fundamentals: Lab — Implementation at Work — metrics, quality, and decision criteria","description":"Lesson 7 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through metrics, quality, and decision criteria in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":6,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"fd22ae58-b54d-46d8-8825-d9eb50cc3a43","title":"LLM Fundamentals: Lab — Implementation at Work — troubleshooting and common pitfalls","description":"Lesson 8 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through troubleshooting and common pitfalls in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":7,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"1eecf7cb-e5b1-4496-852b-19f78141c32b","title":"LLM Fundamentals: Lab — Implementation at Work — implementation, handoff, and next steps","description":"Lesson 9 of 9 in LLM Fundamentals: Lab — Implementation at Work: work through implementation, handoff, and next steps in the context of LLM Fundamentals, and turn the result into a reusable part of the final LLM evaluation notebook using transformers and tokens.","videoUrl":null,"videoFileName":null,"duration":9200,"position":8,"createdAt":"2026-05-26T07:46:13.309Z","updatedAt":"2026-05-26T07:46:13.309Z","courseId":"e0cd2ed9-3d21-4447-8687-2a2dec2bda4f","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"57423039-05f3-4da0-949b-3e5850cc8499","name":"Jacob Foster","avatarUrl":null,"bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}