{"id":"6d338ec8-c9d1-4952-8c75-299aff41daf7","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution","description":"Data Science Fundamentals: Accelerator — Deep Dive and Execution is aimed at working specialists and managers aged 25–44 who need a structured upgrade they can deploy at work quickly. The program includes 9 lessons and about 28 hours, with emphasis on course orientation and outcomes, core concepts and mental models, and tools, setup, and learning environment; the capstone is a reporting system produced with pandas, Power BI and Tableau.","contentLanguage":"en","coverUrl":"/course-covers/data-science-fundamentals-accelerator-deep-dive-and--df1541b1-09f.webp","createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:51:42.429Z","durationSeconds":100800,"authorId":"1fc98a23-4cce-40d1-893b-cc13f8202370","rating":4.75,"reviewCount":20,"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 pandas and Power BI.","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":129,"features":[],"highlighted":true}],"minPricingTierPrice":129,"bonuses":[],"status":"READY","archivedAt":null,"categoryId":"8426e212-0e70-4365-981a-f375e42464f6","lessons":[{"id":"bcf8c6d5-d1cb-48c3-894f-533b870fd5c0","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — course orientation and outcomes","description":"Lesson 1 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through course orientation and outcomes and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":0,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"ce2ce513-925e-47b4-a07d-7bc33427bc98","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — core concepts and mental models","description":"Lesson 2 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through core concepts and mental models and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":1,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"7258e451-33d5-4d45-b4b1-880e91d1bbfb","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — tools, setup, and learning environment","description":"Lesson 3 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through tools, setup, and learning environment and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":2,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"dcf178c9-43ff-4544-9c11-83018547562d","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — practical workflows and process design","description":"Lesson 4 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through practical workflows and process design and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":3,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"180e5b4a-0b8a-4eaf-85b2-de38c97205ca","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — real cases and guided practice","description":"Lesson 5 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through real cases and guided practice and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":4,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"08b2d27d-835c-4b36-a3e3-d5e126ad105b","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — project build and review","description":"Lesson 6 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through project build and review and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":5,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"7ebc8194-5855-4f33-8592-3783fc3a8371","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — implementation, handoff, and next steps","description":"Lesson 7 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through implementation, handoff, and next steps and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":6,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"7e7231dd-7f50-4aee-aa55-f295efebdc95","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — metrics, quality, and decision criteria","description":"Lesson 8 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through metrics, quality, and decision criteria and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":7,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"4b3f0320-2dd1-4451-9083-27fc056e4144","title":"Data Science Fundamentals: Accelerator — Deep Dive and Execution — advanced applications and extensions","description":"Lesson 9 of 9 in Data Science Fundamentals: Accelerator — Deep Dive and Execution: work through advanced applications and extensions and turn the result into a reusable part of the final reporting system using pandas and Power BI.","videoUrl":null,"videoFileName":null,"duration":11200,"position":8,"createdAt":"2026-05-26T07:47:23.113Z","updatedAt":"2026-05-26T07:47:23.113Z","courseId":"6d338ec8-c9d1-4952-8c75-299aff41daf7","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"1fc98a23-4cce-40d1-893b-cc13f8202370","name":"Adam Griffin","avatarUrl":null,"bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}