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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.
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Machine Learning

Hypothesis Testing in Machine Learning

In this tutorial, you'll learn about the basics of Hypothesis Testing and its relevance in Machine Learning.

Nishant Singh

January 4, 2019

Python

Customer Lifetime Value

In this tutorial, learn how to calculate Customer Lifetime Value in Python.
Avinash Navlani's photo

Avinash Navlani

December 20, 2018

Python

Understanding Recursive Functions in Python

In this tutorial, learn about the different aspects of recursive functions and implement a recursive function in Python from scratch.
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Sayak Paul

December 19, 2018

R

R Contingency Tables Tutorial

In this tutorial, you'll learn how to create contingency tables and how to test and quantify relationships visible in them.
Łukasz Deryło's photo

Łukasz Deryło

December 13, 2018

Olivia Smith

December 12, 2018

Python

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.

Patrick David

December 11, 2018

Python

Naive Bayes Classification Tutorial using Scikit-learn

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

Abid Ali Awan

Avinash Navlani's photo

Avinash Navlani

March 3, 2023

Data Analysis

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.
Nishant Singh's photo

Nishant Singh

November 26, 2018

Data Science

Overview of Atom IDE

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

November 21, 2018

R

How to Import Data Into R

Find out how to import data into R, including CSV, JSON, Excel, HTML, databases, SAS, SPSS, Matlab, and other files using the popular R packages.
Abid Ali Awan's photo

Abid Ali Awan

December 16, 2024