NumPy Tutorial
Learn one of the most important libraries of Python Programming – Numpy through our free Numpy tutorial. Understand scalar functions, mathematical operations, arrays, joins, intersection, and matrix calculations.
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1.5 Hrs
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About this course
The course will introduce you to Numpy basics with a few examples. You will understand how you can use Numpy in Python programming. Next, you will learn about its various mathematical functions such as sum, subtract, multiply, and divide. Later, you will get familiar with the scalar functions of Numpy, wherein you will comprehend arrays of two different dimensions, such as a single and multi-dimensional array. Moving ahead with the tutorial, you will be introduced to Numpy operations, including the joining of arrays, intersection, and the difference between arrays. In addition, you will also learn Numpy Matrix calculations, mainly the multiplication of elements in the matrix. Are you ready to upskill yourself than Numpy? Great Learning offers a highly professional Artificial Intelligence and Machine Learning program that covers every skill you need to become an accomplished Python Developer.
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Course Outline
Introduction to NumPy
In the first chapter of the tutorial, you will understand Numpy in detail. You will also learn to create different arrays using Numpy. Next, you will be familiarized with various implementations of Numpy arrays with examples using Jupyter Notebook.
NumPy Operations
The next module will help you to identify the shapes of Numpy arrays. Later, you will see multiple options for joining Numpy arrays. Lastly, you will learn the implementation of Numpy intersections and differences with the help of the Jupyter Notebook.
NumPy Mathematics
Later, you will be introduced to some common calculations done with Numpy arrays. The tutor will give you examples of adding Numpy arrays and also brief you on the scalar operations of arrays. Lastly, you will understand how you can use mean, std, and median functions for Numpy arrays.
NumPy Matrix
In the last module, the tutor will conceptualize you with the Numpy Matrix and how you can access specific elements of the matrix. next, you will learn to perform matrix multiplication on Numpy arrays. Lastly, you will understand how to save the created array and load it after saving.
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