Data Science & Analytics with Python · Tutorial tracks

Python for data science

NumPy-first mental models, tidy pandas workflows, visualization discipline.

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Lesson outline

  1. 1
    Set Up Python for Data Science

    Set up Python for data science with this hands-on tutorial. Learn the essential tools, step-by-step setup, troubleshooting, and what to study next.

  2. 2
    Python for data science — Part 001

    Placeholder slot — edit in console (python-data-science-stub-001).

  3. 3
    Install Jupyter Notebook and pandas

    Install Jupyter Notebook and pandas — Python for data science. Step-by-step setup for your data analysis environment.

  4. 4
    Python for data science — Part 002

    Placeholder slot — edit in console (python-data-science-stub-002).

  5. 5
    Load Your First CSV with pandas

    Load your first CSV with pandas — Python for data science tutorial, lesson 3.

  6. 6
    Python for data science — Part 003

    Placeholder slot — edit in console (python-data-science-stub-003).

  7. 7
    Explore DataFrames with head and info

    Explore DataFrames with head and info — Python for data science. Learn to inspect your data quickly with pandas' head() and info() methods, understand their output, and apply them in a hands-on exercise. Get troubleshooting tips and know what to study next.

  8. 8
    Python for data science — Part 004

    Placeholder slot — edit in console (python-data-science-stub-004).

  9. 9
    Slice and Filter DataFrame Rows

    Master slicing and filtering pandas DataFrame rows with practical steps, troubleshooting tips, and hands-on exercises. Perfect for the Python for data science track.

  10. 10
    Python for data science — Part 005

    Placeholder slot — edit in console (python-data-science-stub-005).

  11. 11
    Select & Rename DataFrame Columns

    Learn to select and rename columns in pandas DataFrames. Practical examples for Python data science.

  12. 12
    Python for data science — Part 006

    Placeholder slot — edit in console (python-data-science-stub-006).

    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.