Data Science 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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Stephen Adesina Stephen Adesina
Updated on March 04, 2024

Python Circular Import Error Solved

Python circular import is an error that occurs when two or more modules mutually depending on each other try to import before fully loading. Here’s how to solve it.

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Chris Dowsett Chris Dowsett
Updated on February 28, 2024

What Is Business Intelligence?

Business intelligence (BI) provides insights that guide business decisions and business monitoring while taking advantage of growing volumes of data stored by organizations.

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Willy Sennott Willy Sennott
Updated on February 28, 2024

Here’s How to Take Your FinOps Game to the Next Level

What is advanced FinOps, and how can you achieve it?

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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 21, 2024

Fact Table vs. Dimension Table: What’s the Difference?

A fact table contains the primary keys to a referenced dimension table, and the dimension table contains the descriptive information. They make up the key components in star schema.

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Seyma Tas Seyma Tas
Updated on February 21, 2024

Garbage Collection and Memory Management in Python

Garbage collection in Python is an automated memory management process that deletes objects when they’re no longer in use. Learn how it works.

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Pau Blasco Roca Pau Blasco Roca
Updated on February 15, 2024

Life Stats: A Data Science Experiment

After collecting life stats data for a year, here’s what you can learn by applying data analysis like correlation studies, time series analysis, Fourier transform and more.

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