Introduction to NumPy

NumPy (short for "Numerical Python") is a Python library that provides support for large, multi-dimensional arrays and matrices, along with a variety of mathematical functions to operate on these arrays.…

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Applying machine learning algorithms

Machine learning algorithms are used to build models that can automatically learn from data and make predictions or decisions. These algorithms use statistical methods to find patterns and relationships in…

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Introduction to Pandas

Pandas is a popular open-source data analysis library for Python. It provides a powerful set of tools for working with structured data, such as tabular data in spreadsheets or databases.…

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Basic linear algebra with NumPy

NumPy provides a powerful set of linear algebra functions that can be used for a variety of data analysis tasks. Here are some basic linear algebra operations that can be…

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Overview of Python programming language

Python is a high-level, interpreted programming language that is widely used for a variety of tasks, including web development, data analysis, artificial intelligence, and scientific computing. It was first created…

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Encapsulation and abstraction

Encapsulation and abstraction are two important concepts in object-oriented programming. Encapsulation refers to the practice of "encapsulating" data and methods within a single unit, called a class. This means that…

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