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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Python Sets and Set Theory Tutorial
Learn about Python sets: what they are, how to create them, when to use them, built-in functions and their relationship to set theory operations.
DataCamp Team
Abid Ali Awan
December 13, 2022
Regularization in R Tutorial: Ridge, Lasso and Elastic Net
In this tutorial, you will get acquainted with the bias-variance
trade-off problem in linear regression and how it can be solved with
regularization.
Michał Oleszak
November 12, 2019
How to Use Jupyter Notebooks: The Ultimate Guide
This article covers what Notebooks are and why you should use them. We also delve into hosted notebooks, which facilitate sharing and collaboration. This article also covers tips, tricks, and keyboard shortcuts.
Adam Shafi
March 10, 2023
Generating WordClouds in Python Tutorial
Learn how to perform Exploratory Data Analysis for Natural Language Processing using WordCloud in Python.
Duong Vu
February 23, 2023
Using XGBoost in Python Tutorial
Discover the power of XGBoost, one of the most popular machine learning frameworks among data scientists, with this step-by-step tutorial in Python.
Bekhruz Tuychiev
February 22, 2023
Pip Python Tutorial for Package Management
Learn about Pip, a powerful tool that helps you properly manage distribution packages in Python.
Javier Canales Luna
February 16, 2023
Chi-square Test in Spreadsheets
In this tutorial, you'll learn how to perform the chi-square test in spreadsheets.
Avinash Navlani
November 5, 2019
Scala Traits
Learn about the use of traits in Scala with the help of syntactic examples.
Aditya Sharma
November 5, 2019
Variables in Scala
Learn about Scala's variables, rules for defining variables, different types of variables with multiple declaration and assignments along with the scope of a variable.
Olivia Smith
October 22, 2019
Scala Classes and Objects
In this tutorial, you will learn about the fundamental notions of object-oriented programming in Scala: Classes and Objects.
Aditya Sharma
October 22, 2019
Lists in Scala
Learn what lists are and how they can be leveraged in the Scala Programming Language.
Aditya Sharma
October 4, 2019
Building Data Pipelines using R
Learn how to transform and load (ETL) a data pipeline from scratch using R and SQLite to gather tweets in real-time and store them for future analyses.
Francisco Javier Carrera Arias
October 3, 2019