Algorithms

K-Nearest Neighbors Algorithm

How K-Nearest Neighbors works ? The K-Nearest Neighbors algorithm, also known as KNN or K-NN, is a non-parametric, supervised learning classifier, which uses proximity to make predictions about the grouping of an […]

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Tutorial

NumPy for Beginners

It stands for Numerical Python, and is a general-purpose array-processing python package. NumPy helps to create arrays, with the help of bindings of C++. Therefore, it is quite fast. It is the […]

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Tutorial

Numpy Cheat Sheet

Audiences This tutorial has been prepared for those who want to learn about the basics of NumPy. It is specifically useful for algorithm developers. After completing this tutorial, you will find yourself […]

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Algorithms

Top Machine Learning Algorithms

Machine learning uses programmed algorithms that receive and analyze data to predict values within an acceptable range. As new data is fed to these algorithms, they learn and optimize their operations to […]

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Tutorial

Important Methods in Matplotlib

To make necessary statistical inferences, it becomes essential to visualize your data, and Matplotlib is a package for Python users. Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations […]

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Preprocessing

Data Wrangling with Pandas

Business users rely on data to make just about every business decision. Hence, it is important to make raw data usable for analytics. Therefore, it’s vital for organizations to employ individuals who […]

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Tutorial

Python Important Methods and Functions

In Python, we deal with many types of Datatypes such as String, Integer, Boolean, Set, Tuple, List, Dictionary, Complex, and others. Python list, Set, Dictionary handle these all datatypes at the same […]

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