Advanced Operations on Arrays with NumPy

سرفصل های دوره

Companies have been aggressively working to harvest their large quantities of data and derive meaningful results from them. The first and most important step is to understand how to represent that data and perform mathematical computations.

1. Course Overview

1. Course Overview

2. Exploring Array Copy and View in NumPy

1. Business Context and Course Prerequisites

2. Understanding the Concept

3. Demo - Array Copy

4. Demo - Array View

3. Working with Matrices Using NumPy Matrix Library

1. Practical Use Cases of Matrices in the Field of Data Science

2. Demo - Creating Matrices Using Matrix Library

3. Demo - Manipulating Matrices

4. Demo - Performing Arithmetic Operations on Matrices

4. Performing Complex Calculations Using NumPy Linear Algebra

1. Practical Business Use Cases

2. Demo - Finding the Rank, Trace, Determinant, and Eigenvalues of

3. Demo - Solving Linear Equations

4. Course Wrap-up and Next Steps

139,000 تومان

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تولید کننده: PluralSight