Analysis of Time Complexity:
Analysis of Time Complexity: Definition: Time complexity is a measure of the amount of time an algorithm takes to complete as a function of the size of the input. It provides an understanding of how the running time of an algorithm increases with the size of the input. Notation : Time complexity is commonly expressed using Big O notation, de…
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Efficiency and Analysis of Algorithms:
Efficiency and Analysis of Algorithms: Efficiency in the context of algorithms refers to the ability of an algorithm to solve a problem or optimally perform a task, considering factors such as time and space complexity. Analyzing the efficiency of an algorithm is crucial to understanding its performance characteristics and making informed decisions abou…
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Overview of Scikit-learn
Overview of Scikit-learn Scikit-learn is a popular machine-learning library in Python that provides simple and efficient tools for data analysis and modeling. It is built on top of other popular scientific computing libraries, such as NumPy, SciPy, and Matplotlib. Scikit-learn is designed to be easy to use and accessible, making it a great choice for bo…
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Subplots components Matplotlib
Subplots components Matplotlib In Matplotlib, subplots are used to create multiple plots within the same figure. The `plt.subplots()` function is commonly used to create a grid of subplots, and it returns a figure and an array of subplot axes. key components and methods related to creating subplots in Matplotlib: 1. Creating Subplots: - `plt.…
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Histogram components in matplotlib
Histogram components in matplotlib A histogram in Matplotlib is a graphical representation of the distribution of a dataset. It divides the data into bins and displays the frequency of data points in each bin. The key components of a histogram in Matplotlib: 1. Figure and Axes: - Figure (`plt.figure()`): The top-level container for the entire…
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