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Python for Data Science

Python for Data Science

Comprehensive Python programming course for data science. Covers NumPy, Pandas, Matplotlib, scikit-learn, data cleaning, exploratory data analysis, statistical modeling, and machine learning fundamentals with hands-on Jupyter notebook exercises.
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Last Update 04/01/2026
Members 1
  • Data Manipulation with Pandas
    4Lessons ·
    • Introduction to Pandas
    • Introduction to Pandas - Quiz
      10 xp
    • Data Cleaning Techniques
    • Advanced Data Manipulation
  • Data Visualization with Matplotlib
    4Lessons ·
    • Getting Started with Matplotlib
    • Creating Different Plot Types
    • Customizing Visualizations
    • Customizing Visualizations - Quiz
      10 xp
  • Machine Learning Fundamentals
    5Lessons ·
    • Introduction to Machine Learning
    • Introduction to Machine Learning - Quiz
      10 xp
    • Building Your First Model
    • Building Your First Model - Quiz
      10 xp
    • Evaluating Model Performance
  • Exploratory Data Analysis (EDA)
    4Lessons ·
    • Understanding EDA
    • Visualizing Data Relationships
    • Summarizing EDA Findings
    • Summarizing EDA Findings - Quiz
      10 xp