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Fundamentals of Data Science with Python

Fundamentals of Data Science with Python
Fundamentals of Data Science with Python, Implement powerful data science techniques with Python using NumPy, SciPy, Matplotlib, and scikit-learn
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Created by Packt Publishing
English

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What you'll learn
  • Use Python for data mining, loading, and manipulation
  • Understand simple statistics and probability using NumPy
  • Work with Bayesian statistical analysis with NumPy library
  • Perform statistical modeling and fitting using the NumPy, SciPy, and statsmodels libraries
  • Use Python's graphics libraries to plot data with the Matplotlib library
  • Work with the scikit-learn library to build AI models
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