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Data Science with Python

A project-driven path through data science with Python: build a real pandas/NumPy/visualization toolkit, then climb a ladder of increasingly advanced real-world projects through a capstone and a job-ready portfolio.

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Dive into the fundamentals of Data Science with Python.

  • Great Learning
    • A full tour of Python for data analysis in one sitting
    • Working with core data structures and control flow
    • First exposure to pandas, NumPy, and plotting
    • How the pieces fit together into a data science workflow
  • freeCodeCamp.org
    • Python basics aimed specifically at data work
    • Getting comfortable with pandas DataFrames
    • NumPy arrays and basic numerical operations
    • Your first Matplotlib charts
  • freeCodeCamp.org
    • A second full pass over the core data-analysis libraries
    • Introducing Seaborn for statistical visualizations
    • Practicing analysis on realistic sample datasets
    • Building confidence before moving into project work