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Data Science Tutorials

Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
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Machine Learning

Common Data Science Pitfalls & How to Avoid them!

In this tutorial, you'll learn about some pitfalls you might experience when working on data science projects "in the wild".
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DataCamp Team

July 17, 2018

Machine Learning

Understanding Model Predictions with LIME

Learn about Lime and how it works along with the potential pitfalls that come with using it.
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DataCamp Team

July 11, 2018

Machine Learning

Introduction to k-Means Clustering with scikit-learn in Python

In this tutorial, learn how to apply k-Means Clustering with scikit-learn in Python

Kevin Babitz

March 10, 2023

Python

Reconstructing Fingerprint Images Using Deep Learning (Convolutional Autoencoder)

In this tutorial, you will learn and understand how to read jpeg format fingerprint images, reconstructing them using convolutional autoencoder.
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Aditya Sharma

June 26, 2018

Machine Learning

Machine Learning and NLP using R: Topic Modeling and Music Classification

In this tutorial, you will build four models using Latent Dirichlet Allocation (LDA) and K-Means clustering machine learning algorithms.
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Debbie Liske

June 21, 2018

Python

Predicting the Status of H-1B Visa Applications

Learn how you can predict the status of a H-1B visa application with Machine Learning in Python.
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Deepak Jhanji

June 20, 2018

R Programming

Decision Trees in Machine Learning Using R

A comprehensive guide to building, visualizing, and interpreting decision tree models with R.
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Arunn Thevapalan

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James Le

June 1, 2023

Python

Using Python to Power Spreadsheets in Data Science

Learn how Python can be used more effectively than Excel, with the Pandas package.
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Jason Graham

June 12, 2018

Python

Python String to DateTime: How to Convert Strings to DateTime Objects in Python

In the tutorial, learn everything about the Python datetime module. Find a step-by-step guide for strings to datetime conversion, along with code samples and common errors.
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Arunn Thevapalan

March 3, 2023