Tutorials

r programming

Markov Chain Analysis in R

In this tutorial, you'll learn what Markov chain is and use it to analyze sales velocity data in R.
13
13
machine learning

Towards Preventing Overfitting: Regularization

Learn the basics of Regularization and how it helps to prevent Overfitting.
17
17
tidyverse
+1

Tidy Analysis of Pew Research Data Using R

Learn how to access data from the Pew Research Center, load it into R & then how to explore the data using the Tidyverse ecosystem.
9
9
python
+1

Python Setup: The Definitive Guide

In this tutorial, you'll learn how to set up your computer for Python development, and explain the basics for having the best application lifecycle.
19
19
r programming

Detect Anomalies with Anomalize in R

Learn how to detect anomalies in large time series data sets and present insights in a much simpler way.
4
4
must read
python
+1

Operators in Python

This tutorial covers the different types of operators in Python, operator overloading, precedence and associativity.
12
12
r programming

Introduction to Bioconductor

Learn how to perform computational and statistical analysis on the results of your biological experiment.
10
10
machine learning
+1

Support Vector Machines in R

In this tutorial, you'll try to gain a high-level understanding of how SVMs work and then implement them using R.
7
7
must read
business
+1

Market Basket Analysis using R

Learn about Market Basket Analysis & the APRIORI Algorithm that works behind it. You'll see how it is helping retailers boost business by predicting what items customers buy together.
22
22
python
+1

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.
13
13
graph
+1

Data Visualization with Highcharter in R

Learn how to use Highcharter to create a visualization that creates a buzz.
6
6
python
+2

Remote Python and R in SQL

Learn how to remotely send R and Python execution to a SQL Server from Jupyter Notebooks.
8
8
python
+1

Dash for Beginners

Learn how to build dashboards in Python using Dash.
19
19
python
+1

Hyperparameter Optimization in Machine Learning Models

This tutorial covers what a parameter and a hyperparameter are in a machine learning model along with why it is vital in order to enhance your model’s performance.
17
17
python

Predicting Employee Churn in Python

Analyze employee churn. Find out why employees are leaving the company, and learn to predict who will leave the company.
23
23