Data Science Tutorials

python

Python Sets and Set Theory

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.
50
50
must read
python
+2

Jupyter Notebook Tutorial: The Definitive Guide

This tutorial explains how to install, run, and use Jupyter Notebooks for data science, including tips, best practices, and examples.
477
477
r programming
+1

Regularization: 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.
122
122
must read
python
+3

Generating WordClouds in Python

Learn how to perform Exploratory Data Analysis for Natural Language Processing using WordCloud in Python.
142
142
must read
python
+1

Using XGBoost in Python

XGBoost is one of the most popular machine learning algorithm these days. Regardless of the type of prediction task at hand; regression or classification.
143
143
python

The Pip Python Package Manager

Learn about Pip, a powerful tool that helps you properly manage distribution packages in Python.
31
31
spreadsheets
+1

Chi-square Test in Spreadsheets

In this tutorial, you'll learn how to perform the chi-square test in spreadsheets.
10
10
scala

Scala Traits

Learn about the use of traits in Scala with the help of syntactic examples.
9
9
scala

Scala Classes and Objects

In this tutorial, you will learn about the fundamental notions of object-oriented programming in Scala: Classes and Objects.
11
11
scala

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.
6
6
scala

Lists in Scala

Learn what lists are and how they can be leveraged in the Scala Programming Language.
11
11
r programming
+3

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.
22
22
scala

Operators in Scala

Learn about the different operators used in the Scala programming language.
13
13
python

Performing an HTTP Request in Python

Learn about the basics of HTTP and also about the request library in Python to make different types of requests.
25
25
python
+2

TensorFlow 2.0 Case Study

Build a machine learning model for predicting the publisher’s name from an article using various Google Cloud technologies.
13
13