{"id":"d39c007f-6767-4a3f-a349-a1b75139a201","title":"Data Science Fundamentals: Studio — Workflow Design and Review","description":"Data Science Fundamentals: Studio — Workflow Design and Review is aimed at working specialists and managers aged 25–44 who need a structured upgrade they can deploy at work quickly. The program includes 8 lessons and about 17 hours, with emphasis on course orientation and outcomes, core concepts and mental models, and tools, setup, and learning environment; the capstone is a KPI dashboard produced with Excel, Python and SQL.","contentLanguage":"en","coverUrl":"/course-covers/data-science-fundamentals-studio-workflow-design-and-dae22f5c-b2d.webp","createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:51:42.550Z","durationSeconds":61200,"authorId":"78fa5854-3852-444c-8c58-bf3a2148264a","rating":4.535714285714286,"reviewCount":28,"expectedLessonsCount":8,"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 8 lessons and about 17 hours of guided work.","question":"How much time should I set aside each week?"},{"answer":"You will finish with a KPI dashboard plus reusable materials built around Excel and Python.","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":"8426e212-0e70-4365-981a-f375e42464f6","lessons":[{"id":"d9ccc2db-49ca-4497-a2a0-6716a2f78150","title":"Data Science Fundamentals: Studio — Workflow Design and Review — course orientation and outcomes","description":"Lesson 1 of 8 in Data Science Fundamentals: Studio — Workflow Design and Review: work through course orientation and outcomes and turn the result into a reusable part of the final KPI dashboard using Excel and Python.","videoUrl":null,"videoFileName":null,"duration":7650,"position":0,"createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:47:20.481Z","courseId":"d39c007f-6767-4a3f-a349-a1b75139a201","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"41f849c9-3365-4ca4-ae65-3a65feca0a39","title":"Data Science Fundamentals: Studio — Workflow Design and Review — core concepts and mental models","description":"Lesson 2 of 8 in Data Science Fundamentals: Studio — Workflow Design and Review: work through core concepts and mental models and turn the result into a reusable part of the final KPI dashboard using Excel and Python.","videoUrl":null,"videoFileName":null,"duration":7650,"position":1,"createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:47:20.481Z","courseId":"d39c007f-6767-4a3f-a349-a1b75139a201","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"0274d739-cc91-41fc-ab77-c6560acd147a","title":"Data Science Fundamentals: Studio — Workflow Design and Review — tools, setup, and learning environment","description":"Lesson 3 of 8 in Data Science Fundamentals: Studio — Workflow Design and Review: work through tools, setup, and learning environment and turn the result into a reusable part of the final KPI dashboard using Excel and Python.","videoUrl":null,"videoFileName":null,"duration":7650,"position":2,"createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:47:20.481Z","courseId":"d39c007f-6767-4a3f-a349-a1b75139a201","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"7e6f0d96-936b-47fe-b25c-e7a4737be0bb","title":"Data Science Fundamentals: Studio — Workflow Design and Review — practical workflows and process design","description":"Lesson 4 of 8 in Data Science Fundamentals: Studio — Workflow Design and Review: work through practical workflows and process design and turn the result into a reusable part of the final KPI dashboard using Excel and Python.","videoUrl":null,"videoFileName":null,"duration":7650,"position":3,"createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:47:20.481Z","courseId":"d39c007f-6767-4a3f-a349-a1b75139a201","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"b9d4244c-0217-4929-96b3-b34f86d1761e","title":"Data Science Fundamentals: Studio — Workflow Design and Review — real cases and guided practice","description":"Lesson 5 of 8 in Data Science Fundamentals: Studio — Workflow Design and Review: work through real cases and guided practice and turn the result into a reusable part of the final KPI dashboard using Excel and Python.","videoUrl":null,"videoFileName":null,"duration":7650,"position":4,"createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:47:20.481Z","courseId":"d39c007f-6767-4a3f-a349-a1b75139a201","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"aee7554d-f2ee-4ce2-9053-05168196ad74","title":"Data Science Fundamentals: Studio — Workflow Design and Review — project build and review","description":"Lesson 6 of 8 in Data Science Fundamentals: Studio — Workflow Design and Review: work through project build and review and turn the result into a reusable part of the final KPI dashboard using Excel and Python.","videoUrl":null,"videoFileName":null,"duration":7650,"position":5,"createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:47:20.481Z","courseId":"d39c007f-6767-4a3f-a349-a1b75139a201","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"83f7d596-3ee1-41a3-94c9-349c9a064c28","title":"Data Science Fundamentals: Studio — Workflow Design and Review — implementation, handoff, and next steps","description":"Lesson 7 of 8 in Data Science Fundamentals: Studio — Workflow Design and Review: work through implementation, handoff, and next steps and turn the result into a reusable part of the final KPI dashboard using Excel and Python.","videoUrl":null,"videoFileName":null,"duration":7650,"position":6,"createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:47:20.481Z","courseId":"d39c007f-6767-4a3f-a349-a1b75139a201","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"9b39ab72-2e75-43c8-b1c2-079495a2dab0","title":"Data Science Fundamentals: Studio — Workflow Design and Review — data handling and preparation","description":"Lesson 8 of 8 in Data Science Fundamentals: Studio — Workflow Design and Review: work through data handling and preparation and turn the result into a reusable part of the final KPI dashboard using Excel and Python.","videoUrl":null,"videoFileName":null,"duration":7650,"position":7,"createdAt":"2026-05-26T07:47:20.481Z","updatedAt":"2026-05-26T07:47:20.481Z","courseId":"d39c007f-6767-4a3f-a349-a1b75139a201","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"78fa5854-3852-444c-8c58-bf3a2148264a","name":"Henry Foster","avatarUrl":"https://lernrise.com/public/avatars/teacher-avatars/en/c8f31930-f8ea-48ad-bf46-282c2f382ebb.webp","bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}