Machine Learning Articles

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Bushra Anjum & Ken Hu Bushra Anjum & Ken Hu
Updated on March 05, 2024

How to Build an Agile Framework for Machine Learning Projects

Machine learning projects can get unwieldy without a clear framework. Our experts explain how they built one based on the Agile methodology.

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Terence Shin Terence Shin
Updated on February 26, 2024

90 Data Science Interview Questions to Know

Data science interviews encompass a variety of challenging questions to test your knowledge in machine learning, probability, SQL and more. Hone your skills with these questions.

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Bharath Krishnamurthy Bharath Krishnamurthy
Updated on February 26, 2024

An Introduction to the ReLU Activation Function

The rectified linear unit (ReLU) activation function introduces the property of nonlinearity to a deep learning model and solves the vanishing gradients issue. Here’s why it’s so popular.

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Michael Galarnyk Michael Galarnyk
Updated on February 23, 2024

PCA Using Python: A Tutorial

Principal component analysis (PCA) in Python can be used to speed up model training or for data visualization. This tutorial covers both using scikit-learn.

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Giorgos Myrianthous Giorgos Myrianthous
Updated on February 22, 2024

How To Fix ModuleNotFoundError: No Module Named ‘Sklearn’

ModuleNotFoundError: No module named ‘sklearn’ is a Python error that can occur when importing the package to the source code. Here’s how to solve it.

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András Gefferth András Gefferth
Updated on February 15, 2024

One Hot Encoding Explained

One hot encoding is a machine learning technique that encodes categorical data into numerical ones. Here’s how to apply it in Scikit-Learn and Pandas.

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Ashwin Raj Ashwin Raj
Updated on February 14, 2024

How to Build a Logistic Regression Model for Classification

Logistic regression is a classification technique that identifies the best fitting model to describe the relationship between the dependent and independent variables in a data set.

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Ellen Glover Ellen Glover
Updated on February 13, 2024

Machine Translation: How It Works and Tools to Choose From

Machine translation breaks down language barriers using artificial intelligence.

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Juan Ramirez Juan Ramirez
Updated on February 13, 2024

6 Reasons to Learn Julia in 2024‍

Julia is gaining popularity due to its speed, user-friendly syntax and utility in scientific computing.

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Cory Maklin Cory Maklin
Updated on February 08, 2024

Fast Fourier Transform Explained

Fast Fourier transform is an algorithm that can speed up the training process for a convolutional neural network. Here’s how it works.

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