NumPy and pandas — Data Analysis with Python
Who it is for: Python users who want to analyse sales, stock, finance or operations data faster and more reliably than in spreadsheets.
Prerequisite: our Python course or equivalent.
Community and help: every enrolled student gets the course Forum tab — ask the BOSS Pacific team or other students, share fixes and lab results. Read the BP Academy blog for updates and worked examples.
Includes: the full course as a licensed PDF workbook, available after purchase.
Hands-on labs: rent a ready environment from BOSS Pacific — Docker sandbox, PostgreSQL sandbox. Every lab resets every 24 hours and is removed at the end of your rental. Or build your own with the gear listed in the course.
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| Responsible | Administrator |
|---|---|
| Last Update | 11/08/2026 |
| Completion Time | 3 hours 34 minutes |
| Members | 0 |
Intermediate
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Time series and chartsNew
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Free Preview New
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Project: from spreadsheet to automated reportNew
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Gear and labs for this course4Lessons · 1 hr 47 min
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Free Preview New
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pandas: loading, inspecting and cleaningNew
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Free Preview New
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Grouping, joining and reshapingNew
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Final quiz1Lessons · 15 min
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Final quiz — NumPy and pandasNew 10 xp
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Course workbook (PDF)1Lessons · 6 min
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Download the full course workbookNew
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Certification1Lessons · 18 min
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Certification exam — earn your BP Academy certificateNew
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