Expert Contributors Articles

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Aleksandras Šulženko Aleksandras Šulženko
Updated on March 22, 2023

How Web Scraping Is Shaping the Future of Machine Learning

Web scraping and machine learning are currently entwined in a feedback loop in which each leads to increasing sophistication in the other’s methods. Our expert examines the state of the field.

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Estefanía García Gallardo Estefanía García Gallardo
Updated on March 22, 2023

How to Use Docker Compose Environment Variables

Keep your Docker Compose environment variables inside the actual Compose file and out of the command line. Here’s why. Plus, sample code.

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Rahul Agarwal Rahul Agarwal
Updated on March 22, 2023

How to Set Environment Variables in Linux

Setting environment variables in Linux is a process with a wide range of applications for data scientists, machine learning engineers and programmers. This guide will help you get started with the process.

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Alex Williams Alex Williams
Updated on March 16, 2023

What Is a Knowledge Graph? Examples, Uses and More.

Knowledge graphs are becoming increasingly common thanks to their wide range of applications across industries. This guide introduces you to their basic principles and some examples.

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Noa Heinrich Noa Heinrich
Updated on March 15, 2023

What Is Python Machine Learning: Getting Started with Python

Beginning in machine learning calls for a beginner language — here's a Python machine learning 101.

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James Le James Le
Updated on March 15, 2023

10 Data Mining Techniques Data Scientists Need for Their Toolbox

Data mining is a must-know when working with big data. Here are 10 techniques to use.

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Vihar Kurama Vihar Kurama
Updated on March 15, 2023

A beginner's guide to supervised learning with Python

The ultimate goal of the supervised learning algorithm is to predict Y with the max accuracy for a given new input X. Here's how that works.

Shannon Hogue Shannon Hogue
Updated on March 15, 2023

Three Tips For Reducing Bias When Hiring Software Engineers Virtually

Bias-test your questions, train your interviewers on clear communication and implement standardized scoring rubrics.

David Vandegrift David Vandegrift
Updated on March 15, 2023

The Ideal Interview Template for Software Engineers

Forget brainteasers, white-boarding and knowledge quizzes. 4Degrees CTO David Vandegrift shares his ideal template for hiring the best technical talent.