NumPy The Absolute Basics For Beginners

[Farid-Khan]

English | 2024 | ASIN: B0D95JTNT6 | 137 pages| Epub | 0.7 MB​

NumPy : The Absolute Basics For Beginners (Shila, Kavi)
Publisher: Kavi & Shila Book Publication House

This beginner-friendly guide dives into NumPy, the cornerstone library for scientific computing in Python. With NumPy by your side, you'll be able to efficiently work with numerical data, perform advanced mathematical operations, and unlock a world of data science possibilities.
What you'll learn:
The Fundamentals: Grasp the core concepts of NumPy arrays, understand their power compared to traditional Python lists, and explore different ways to create and manipulate them.
Conquering Data: Master essential techniques for working with multi-dimensional data, perform array operations with ease, and navigate through efficient indexing methods.
Mathematical Mastery: Harness NumPy's extensive mathematical functions to perform calculations on arrays, from basic arithmetic to advanced linear algebra operations.
Data Wrangling Wizardry: Leverage NumPy's tools for reshaping, combining, and splitting arrays to organize and prepare your data for further analysis.
Real-World Applications: See NumPy in action through practical examples that showcase its applications in various scientific and data science domains.
By the end of this journey, you'll be:
Confidently creating and manipulating NumPy arrays for numerical computations.
Adept at performing complex mathematical operations on large datasets.
Equipped to solve real-world problems in science, engineering, and data analysis using the power of NumPy.

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️ NumPy The Absolute Basics For Beginners (793.98 KB)

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