Python
Definition of Python
Python is a high-level programming language with strong support for data science and machine learning. It has a wide variety of libraries for data analysis, machine learning, and scientific computing.
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Machine Learning
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Machine Learning: Machine learning is a subfield of artificial intelligence that enables computers to learn from data without being explicitly programmed. It focuses on the development of algorithms that can automatically learn to improve performance on a task as they are exposed to more data.
Confusion Matrix
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Confusion Matrix: A confusion matrix is a table that is used to summarize the performance of a classification algorithm. The table shows how many times each class was predicted by the algorithm and …
Logarithm
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Definition of Logarithm The logarithm is a mathematical function that calculates the power to which a base number must be raised to produce a given number. It is written as log(x) and is read “log of x.” How is Logarithm used? Logarithm is a mathematical operation used to calculate the power or exponent that a…
Universality
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Definition of Universality Universality: Universality is the property of being applicable to a class of objects or phenomena. In data science, this means that a model or algorithm can be used to solve a problem for a wide range of data sets. This makes universality an important property for any data science toolkit.
Jordan Canonical Form
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Definition of Jordan Canonical Form Jordan Canonical Form: A Jordan Canonical Form is a matrix representation of a square matrix that has the property that all of the eigenvalues are real and distinct. Jordan Canonical Form is a mathematical process used to find a rational solution to a polynomial equation. A Brief Overview of Jordan…