{"id":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","title":"Excel for Data Analysis: Practicum — Workflow Design and Review","description":"Excel for Data Analysis: Practicum — Workflow Design and Review is designed for career starters and switchers aged 25–34 who need a concrete, portfolio-ready result instead of abstract theory. Across 9 lessons and about 28 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 reporting system assembled with Excel, Jupyter and Tableau.","contentLanguage":"en","coverUrl":null,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.903Z","durationSeconds":100800,"authorId":"d4fbf79c-c580-4c06-911c-7c586cb27376","rating":4.8,"reviewCount":5,"expectedLessonsCount":9,"trailerUrl":null,"faq":[{"answer":"Basic familiarity is recommended. The opening block quickly aligns terminology and tools, then moves straight into hands-on implementation.","question":"Do I need prior experience?"},{"answer":"A comfortable pace is 3–5 hours per week. In total, the course includes 9 lessons and about 28 hours of guided work.","question":"How much time should I set aside each week?"},{"answer":"You will finish with a reporting system plus reusable materials built around Excel and Jupyter.","question":"What will I finish the course with?"}],"learningOutcomes":null,"requirements":null,"levels":["intermediate"],"firstLessonFreePreviewEnabled":false,"certificateEnabled":true,"isPlatformCourse":false,"pricingTiers":[{"id":"standard","name":"Standard","price":119,"features":[],"highlighted":true}],"minPricingTierPrice":119,"bonuses":[],"status":"READY","archivedAt":null,"categoryId":"8426e212-0e70-4365-981a-f375e42464f6","lessons":[{"id":"d468183e-d012-4ad0-a617-820bb3fa9c06","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — course orientation and outcomes","description":"Lesson 1 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through course orientation and outcomes and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":0,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"c8141f19-99e2-4d3b-a5a5-b0aed17b67ea","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — core concepts and mental models","description":"Lesson 2 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through core concepts and mental models and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":1,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"38b0c6e0-6f0f-425c-8d5a-780d7e55e4a3","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — tools, setup, and learning environment","description":"Lesson 3 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through tools, setup, and learning environment and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":2,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"54ef38fd-efa3-49e7-98bc-2c2646659a26","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — practical workflows and process design","description":"Lesson 4 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through practical workflows and process design and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":3,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"d1f76f2f-5a21-4b1f-b1ed-f0aafe77d4a4","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — real cases and guided practice","description":"Lesson 5 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through real cases and guided practice and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":4,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"ca15582d-9b6c-4a14-982b-30bfc2197a16","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — project build and review","description":"Lesson 6 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through project build and review and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":5,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"b6498c8e-65d1-4103-a57b-f376d79b8bad","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — implementation, handoff, and next steps","description":"Lesson 7 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through implementation, handoff, and next steps and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":6,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"e78c45ce-a6f0-4f78-860b-4ad5ca392fa9","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — troubleshooting and common pitfalls","description":"Lesson 8 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through troubleshooting and common pitfalls and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":7,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"48aec564-eb35-4a9f-af4a-e1f1419d92d1","title":"Excel for Data Analysis: Practicum — Workflow Design and Review — advanced applications and extensions","description":"Lesson 9 of 9 in Excel for Data Analysis: Practicum — Workflow Design and Review: work through advanced applications and extensions and turn the result into a reusable part of the final reporting system using Excel and Jupyter.","videoUrl":null,"videoFileName":null,"duration":11200,"position":8,"createdAt":"2026-05-26T07:47:28.858Z","updatedAt":"2026-05-26T07:47:28.858Z","courseId":"15f785c3-7de8-4f79-a458-fd1c639dc9ed","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"d4fbf79c-c580-4c06-911c-7c586cb27376","name":"Kevin Hughes","avatarUrl":"https://lernrise.com/public/avatars/teacher-avatars/en/a6fbafb8-6d2e-4f1e-b2d3-4ae6446de4b4.webp","bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}