Python for data science
NumPy-first mental models, tidy pandas workflows, visualization discipline.
Lesson outline
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13
Python for data science — Part 007
Placeholder slot — edit in console (python-data-science-stub-007).
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14
Python for data science — Part 008
Placeholder slot — edit in console (python-data-science-stub-008).
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15
Sort and rank DataFrame values
Sort and rank DataFrame values — Python for data science.
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16
Python for data science — Part 009
Placeholder slot — edit in console (python-data-science-stub-009).
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17
Group Data with GroupBy Basics
Learn the basics of grouping data with pandas GroupBy in Python for data science — from the core concept to hands-on examples and troubleshooting.
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18
Python for data science — Part 010
Placeholder slot — edit in console (python-data-science-stub-010).
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19
Python for data science — Part 011
Placeholder slot — edit in console (python-data-science-stub-011).
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20
Reshape Data with Pivot and Melt
Learn to reshape data with pivot and melt in this Python for data science tutorial.
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21
Python for data science — Part 012
Placeholder slot — edit in console (python-data-science-stub-012).
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22
Apply Functions with apply and map
Learn how to apply functions with apply and map in Python for data science. This tutorial covers core concepts, step-by-step examples, and troubleshooting tips.
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23
Python for data science — Part 013
Placeholder slot — edit in console (python-data-science-stub-013).
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24
Python for data science — Part 014
Placeholder slot — edit in console (python-data-science-stub-014).
Python for data science — step-by-step tutorials
What you will find here
This track walks through python for data science in order — each lesson is server-rendered HTML you can read without JavaScript. Follow the outline, then practice in the browser IDE when a lesson links to runnable code.
Tutorials vs quizzes and code samples
Tutorials teach in sequence. For quick checks use quizzes. For copy-paste snippets see code samples. For deeper reading browse articles.