{"id":"01fc6aae-7dd9-4830-958d-52464cb7bd79","title":"Data Engineering: Playbook — Portfolio and Practice","description":"Data Engineering: Playbook — Portfolio and Practice 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 23 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 SQL query pack assembled with Power BI, SQL and Python.","contentLanguage":"en","coverUrl":"/course-covers/data-engineering-playbook-portfolio-and-practice-9cd1220a-8bb.webp","createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:51:42.375Z","durationSeconds":82800,"authorId":"3de1f0e9-cee5-441c-a470-7e91b63bf37a","rating":4.8,"reviewCount":5,"expectedLessonsCount":9,"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 9 lessons and about 23 hours of guided work.","question":"How much time should I set aside each week?"},{"answer":"You will finish with a SQL query pack plus reusable materials built around Power BI and SQL.","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":99,"features":[],"highlighted":true}],"minPricingTierPrice":99,"bonuses":[],"status":"READY","archivedAt":null,"categoryId":"8426e212-0e70-4365-981a-f375e42464f6","lessons":[{"id":"cb8ea728-403d-4ab7-b967-2ceb691fd6c0","title":"Data Engineering: Playbook — Portfolio and Practice — course orientation and outcomes","description":"Lesson 1 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through course orientation and outcomes and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":0,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"fa955758-2ced-4bec-8c21-f3460b0635cc","title":"Data Engineering: Playbook — Portfolio and Practice — core concepts and mental models","description":"Lesson 2 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through core concepts and mental models and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":1,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"1038c8e9-7c26-4b64-b607-eeef55cedc2d","title":"Data Engineering: Playbook — Portfolio and Practice — tools, setup, and learning environment","description":"Lesson 3 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through tools, setup, and learning environment and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":2,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"6a7fa2d1-67bb-4282-860f-6170fe314744","title":"Data Engineering: Playbook — Portfolio and Practice — practical workflows and process design","description":"Lesson 4 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through practical workflows and process design and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":3,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"b8a8e360-4491-4611-abe1-4c1c9804ea42","title":"Data Engineering: Playbook — Portfolio and Practice — real cases and guided practice","description":"Lesson 5 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through real cases and guided practice and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":4,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"23b96341-de12-4216-b3ab-60c50f20165f","title":"Data Engineering: Playbook — Portfolio and Practice — project build and review","description":"Lesson 6 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through project build and review and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":5,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"33bfeed3-d557-491a-aa96-1fa1eeaa154d","title":"Data Engineering: Playbook — Portfolio and Practice — implementation, handoff, and next steps","description":"Lesson 7 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through implementation, handoff, and next steps and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":6,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"8f10077c-bf8b-4882-9f6e-e4694829ea55","title":"Data Engineering: Playbook — Portfolio and Practice — metrics, quality, and decision criteria","description":"Lesson 8 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through metrics, quality, and decision criteria and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":7,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"1bd76350-4976-45c1-8f9f-90a3baecbaac","title":"Data Engineering: Playbook — Portfolio and Practice — troubleshooting and common pitfalls","description":"Lesson 9 of 9 in Data Engineering: Playbook — Portfolio and Practice: work through troubleshooting and common pitfalls and turn the result into a reusable part of the final SQL query pack using Power BI and SQL.","videoUrl":null,"videoFileName":null,"duration":9200,"position":8,"createdAt":"2026-05-26T07:47:18.918Z","updatedAt":"2026-05-26T07:47:18.918Z","courseId":"01fc6aae-7dd9-4830-958d-52464cb7bd79","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"3de1f0e9-cee5-441c-a470-7e91b63bf37a","name":"Jacob Fisher","avatarUrl":null,"bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}