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NumPy Workbook PDF: Python Array and Data Exercises with Answers

Name: NumPy Workbook PDF: Python Array and Data Exercises with Answers
Brand: PopPageStudio
SKU: 4615014986
Price: 8.87 CAD
Availability: InStock
Rating: 5.0 (27 reviews)

NowPrice:CA$8.87

Original Price: CA$11.83

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Sale ends on 22 November

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Highlights

Designed by PopPageStudio
Digital download
Digital file type(s): 2 PDF, 1 ZIP

Learn NumPy, the library underneath pandas, scikit-learn and PyTorch, by actually using it. This printable workbook takes you from your first array to broadcasting, random numbers and matrix maths, with 60 exercises, 3 mini projects and full answers. A code pack lets you run everything.

WHAT YOU GET
- A4 PDF and US Letter PDF (55 pages)
- Code pack (.zip) with practice files, exercises and model answers
- Hyperlinked tabs and contents page for tablets

WHAT'S INSIDE
- 10 chapters: creating arrays, indexing and slicing, maths on whole arrays, masks and filtering, summaries and the axis, reshaping and combining, broadcasting, sorting, random numbers and statistics, loading and saving data, and matrices and linear algebra
- 60 exercises in three styles: Predict the output, Fix the bug and Write the code
- 3 mini projects: a class results report, four weeks of weather and a dice simulator
- Full answers with the real output for every exercise and project
- Code pack: practice data plus exercises.py and solutions.py so you can run any exercise in one command

WHO IT IS FOR
People who know basic Python and want to start with data and numbers, students, career changers and anyone who learns best by doing.

IMPORTANT TO KNOW
- This is a digital download. Nothing is posted to you.
- You get an A4 PDF, a US Letter PDF and a code pack (.zip). Print at Actual size or 100 percent.
- Works in GoodNotes, Notability and other PDF apps. The tabs and contents page are hyperlinked.
- You need Python 3 and NumPy (both free). Every answer was tested with NumPy 2 and Python 3.13.
- For personal use only. Please do not share, resell or redistribute the files.

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