Data Science Articles

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Sadrach Pierre Sadrach Pierre
Updated on May 15, 2023

Streamlit Tutorial: A Beginner’s Guide to Building Machine Learning-Based Web Applications in Python

Analytics dashboards are a great way for data scientists to communicate insights to companies, but they can often be expensive and time-consuming to build. Streamlit is an easy-to-use library for Python that simplifies the process.

Vihar Kurama Vihar Kurama
Updated on May 15, 2023

Unsupervised Learning with Python: A Beginner's Guide

In unsupervised learning, the algorithms are left to themselves to discover interesting structures in the data.

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Stephen Gossett Stephen Gossett
Updated on May 15, 2023

Data Scientist vs. Data Engineer: What’s the Difference and How They Work Together

Here’s what to know about a data scientist vs. a data engineer — and how they work together.

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Vihar Kurama Vihar Kurama
Updated on May 15, 2023

What Is Collaborative Filtering: A Simple Introduction

How recommender systems use collaborative filtering.

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Niklas Donges Niklas Donges
Updated on May 15, 2023

A Guide to Data Types in Statistics

What types of data are used in statistics? Here's a comprehensive guide.

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Dawn Kawamoto Dawn Kawamoto
Updated on May 15, 2023

What Is Augmented Intelligence?

Augmented intelligence is designed to keep humans in the loop when using AI technologies to solve problems.

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Ellen Glover Ellen Glover
Updated on May 15, 2023

What Is Edge AI?

Edge AI lets devices make smarter decisions faster, without connecting to the cloud or offsite data centers.

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Abdishakur Hassan Abdishakur Hassan
Updated on May 15, 2023

What Is Data Architecture?

Data architecture helps companies leverage their data as a strategic asset, translate the data into an effective model and build their data strategy.

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Sara A. Metwalli Sara A. Metwalli
Updated on May 11, 2023

Top 20 Python Libraries for Data Science

Are you new to data science? To succeed in the field, make sure you learn these Python libraries.

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Gianluca Malato Gianluca Malato
Updated on May 03, 2023

An Introduction to the Shapiro-Wilk Test for Normality

The Shapiro-Wilk test is a hypothesis test that is applied to a sample and whose null hypothesis is that the sample has been generated from a normal distribution.

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