Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib
$27.99
Description
- Work with vectors and matrices using NumPy
- Plot and visualize data with Matplotlib
- Perform data analysis tasks with Pandas and SciPy
- Review statistical modeling and machine learning with statsmodels and scikit-learn
- Optimize Python code using Numba and Cython
Developers who want to understand how to use Python and its related ecosystem for numerical computing.
Details
Looking to leverage the power of Python for numerical computing and data science? Look no further than Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib. This fully revised edition provides all the tools and resources you need to harness the numerical and mathematical modules in Python and its standard library, along with popular open source packages like NumPy, SciPy, FiPy, and matplotlib.
Whether you're working with big data, cloud computing, financial engineering, or business management, this book is your go-to guide. Packed with brand-new case studies, you'll find real-world examples of data science and statistics applications in Python, demonstrating its versatility and efficiency. With its simple and high-level syntax, Python allows for rapid development and exploratory computing, making it perfect for any computing task.
Not only will you learn how to work with vectors and matrices using NumPy, but you'll also gain expertise in plotting and visualizing data with Matplotlib. Perform data analysis tasks with Pandas and SciPy, and explore statistical modeling and machine learning with statsmodels and scikit-learn. Plus, you'll discover how to optimize your Python code using Numba and Cython for maximum efficiency.
Whether you're a developer or data enthusiast, Numerical Python is your ultimate resource for understanding and utilizing Python and its related ecosystem for numerical computing. Don't miss out on this opportunity to enhance your computational skills and take your data science projects to the next level.
Ready to unlock the power of Python for numerical computing? Get your copy of Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib today!
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