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Data Analysis Tutorials

Get insights on the latest tools & methods that you can use to analyze your data more effectively. Our data analysis tutorials will help you develop your skills.
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R

Time Series Analysis using R: Tutorial

Learn Time Series Analysis with R along with using a package in R for forecasting to fit the real-time series to match the optimal model.

Salin Kc

October 18, 2018

Python

Using PostgreSQL in Python

Discover how to create, connect to and manage PostgreSQL databases using Python’s psycopg2 package.
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Javier Canales Luna

March 31, 2023

R

Contingency Analysis using R

In this tutorial, you'll learn with the help of an example how "Contingency Analysis" or "Chi-square test of independence" works and also how efficiently we can perform it using R.
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Vedabrata Basu

October 5, 2018

Machine Learning

Diving Deep with Imbalanced Data

Learn the techniques to deal with an imbalanced dataset.
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Sayak Paul

October 4, 2018

Python

Social Network Analysis in Python

Networks today are part of our everyday life. Let's learn how to visualize and understand a social network in Python using Networks.
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Amita Kapoor

October 2, 2018

R

Factor Levels in R

This tutorial takes course material from DataCamp's free Intro to R course and allows you to practice Factors.
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Ryan Sheehy

September 27, 2018

R

Creating a List in R

Practice Lists in R by using course material from DataCamp's Intro to R course.
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Ryan Sheehy

September 27, 2018

Python

Joining DataFrames in pandas Tutorial

In this tutorial, you’ll learn various ways in which multiple DataFrames could be merged in python using Pandas library.
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DataCamp Team

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Abid Ali Awan

December 5, 2022

SQL

SQL: Reporting and Analysis

Master SQL for Data Reporting & daily data analysis by learning how to select, filter & sort data, customize output, & how you can report aggregated data from a database!
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Hafsa Jabeen

September 11, 2018

Python

Analyzing Complexity of Code through Python

Get introduced to Asymptotic Analysis. Learn more about the complexity of the algorithm as well as asymptotic notation, such as Big O, Big θ, and Big Ω notation. Along with the examples of complexity in a different algorithm.

Saneep Khatri

August 21, 2018

R

Principal Component Analysis in R Tutorial

In this tutorial, you'll learn how to use R PCA (Principal Component Analysis) to extract data with many variables and create visualizations to display that data.
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Zoumana Keita

February 13, 2023