Skip to main content
Category
Topics

Data Science Tutorials

Advance your data career with our data science tutorials. We walk you through challenging data science functions and models step-by-step.
Other topics:
AI for BusinessBig DataCareer ServicesCloudData AnalysisData EngineeringData GovernanceData LiteracyData VisualizationDataLabDeep LearningMachine LearningMLOpsNatural Language ProcessingVector Databases
GroupTraining 2 or more people?Try DataCamp for Business

Stocks, Significance Testing & p-Hacking

Learn how to manipulate time series data with pandas and conduct significance testing through simulation using Python, to analyze stock market volatility.

December 11, 2018

Naive Bayes Classification Tutorial using Scikit-learn

Learn how to build and evaluate a Naive Bayes Classifier using Python's Scikit-learn package.

January 15, 2026

Comparison of BI and Analytics Platforms

In this tutorial, you will learn about different factors that are taken into consideration before choosing your Analytics Platform both at the organization and individual level.

November 26, 2018

Overview of Atom IDE

In this tutorial, you'll learn the importance of IDEs, how to set-up Atom, and download packages.

November 21, 2018

How to Import Data Into R: A Complete Guide

Learn how to import CSV, Excel, JSON, SQL databases, XML, and more into R using readr, readxl, haven, data.table, and other popular packages.

May 28, 2026

A Loops in R Tutorial - Usage and Alternatives

A tutorial on loops in R that looks at the constructs available in R for looping. Discover alternatives using R's vectorization feature.

January 30, 2023

Machine Learning in R for beginners

This small tutorial is meant to introduce you to the basics of machine learning in R: it will show you how to use R to work with KNN.

November 20, 2018

Introduction to Monte Carlo Methods

In this tutorial, the reader will learn the Monte Carlo methodology and its applications in data science, like integral approximation, and parameter estimation.

November 9, 2018

Essentials of Linear Regression in Python

Learn what formulates a regression problem and how a linear regression algorithm works in Python.

October 31, 2018

Introduction to MongoDB and Python

In this tutorial, you'll learn how to integrate MongoDB with your Python applications.

October 30, 2018

Merging Datasets in R

In this tutorial, you'll learn to join multiple datasets in R.

October 29, 2018

Role of Underscore(_) in Python Tutorial

In this tutorial, you're going to learn about the uses of underscore(_) in python.

October 26, 2018