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Machine Learning Tutorial

Get insights & best practices into AI & machine learning, upskill, and build data cultures. Learn how to get the most out of machine learning models with our tutorials.
Python

K-Nearest Neighbors (KNN) Classification with scikit-learn

This article covers how and when to use k-nearest neighbors classification with scikit-learn. Focusing on concepts, workflow, and examples. We also cover distance metrics and how to select the best value for k using cross-validation.
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Adam Shafi

February 20, 2023

Python

Web Scraping using Python (and Beautiful Soup)

In this tutorial, you'll learn how to extract data from the web, manipulate and clean data using Python's Pandas library, and data visualize using Python's Matplotlib library.

Sicelo Masango

July 26, 2018

Python

Autoencoder as a Classifier using Fashion-MNIST Dataset Tutorial

In this tutorial, you will learn & understand how to use autoencoder as a classifier in Python with Keras. You'll be using Fashion-MNIST dataset as an example.
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Aditya Sharma

July 20, 2018

Python

Detecting True and Deceptive Hotel Reviews using Machine Learning

In this tutorial, you’ll use a machine learning algorithm to implement a real-life problem in Python. You will learn how to read multiple text files in python, extract labels, use dataframes and a lot more!
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Aditya Sharma

July 19, 2018

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

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