Data Science Articles

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Rory Spanton Rory Spanton
Updated on July 21, 2023

How to Solve FizzBuzz in R

The FizzBuzz problem is a task often given in coding interviews. Impress your interviewers and improve your code with these five solutions.

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Ellen Glover Ellen Glover
Updated on July 20, 2023

What Is Synthetic Data?

Synthetic data allows people to digitally generate the exact data they need, on demand.

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Giorgos Myrianthous Giorgos Myrianthous
Updated on July 20, 2023

How to Place the Legend Outside the Plot in Matplotlib

When plotting figures with Matplotlib, learn how you can place the legend of a figure outside of the plot area.

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Chris Dowsett Chris Dowsett
Updated on July 20, 2023

What Is a Data Lake?

A data lake is a digital storage area where businesses hold structured and unstructured data including social media data, log files, emails, images and videos.

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Suraj Gurav Suraj Gurav
Updated on July 17, 2023

An Introduction to the Confusion Matrix in Python

A confusion matrix is used to evaluate the accuracy of your classification model. Here’s how to build one in Python and read it.

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Lynn Kwong Lynn Kwong
Updated on July 14, 2023

How to Use JSON Schema to Validate JSON Documents in Python

In Python, we can use the JSON Schema library to validate a JSON document against a schema.

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Sara A. Metwalli Sara A. Metwalli
Updated on July 12, 2023

What Is Data Labeling in Machine Learning?

Data labeling is a crucial step for supervised machine learning algorithms. Here’s what you need to know about data labeling methods, advantages and best practices.

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Scott Thomson Scott Thomson
Updated on July 12, 2023

The Dangers of Too Much Data

Too much data can endanger results, not to mention consumers and the environment.

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Noah Topper Noah Topper
Updated on July 10, 2023

Sigmoid Activation Function: An Introduction

The sigmoid activation function is one of the earliest activation functions used in machine learning, but it still has many useful applications today. Our expert explains everything you need to know.

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Mang-Git Ng Mang-Git Ng
Updated on June 14, 2023

How Vertical SaaS Companies Can Meet 3 Data Challenges

Industry-specific SaaS companies are primed for growth. Data issues need not get in the way.

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