Tag: Tutorials

Python Math Module Guide (22 Examples and 18 Functions)

Using The math Module in Python math is a built-in module in the Python 3 standard library that provides standard mathematical constants and functions. You can use the math module to perform various mathematical calculations, such as numeric, trigonometric, logarithmic, and exponential calculations. This tutorial will explore the common constants and functions implemented in the […]

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Python Strings: An In-Depth Tutorial (55+ Code Examples)

Data types help us categorize data items. They determine the kinds of operations that we can perform on a data item. In Python, the common standard data types include numbers, string, list, tuple, boolean, set, and dictionary. In this tutorial, we’ll focus on the string data type. We will discuss how to declare the string […]

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Tutorial: How to Easily Read Files in Python (Text, CSV, JSON)

Reading Files with Python Files are everywhere: on computers, mobile devices, and across the cloud. Working with files is essential for every programmer, regardless of which programming language you’re using. File handling is a mechanism for creating a file, writing data, and reading data from it. The good news is that Python is enriched with […]

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Tutorial: Lambda Functions in Python

In this tutorial, we will define lambda functions in Python and explore the advantages and limitations of employing them. What is a Lambda Function in Python? A lambda function is an anonymous function (i.e., defined without a name) that can take any number of arguments but, unlike normal functions, evaluates and returns only one expression. […]

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Tutorial: Demystifying Python Lists

In this tutorial, you’ll learn how to work with Python lists as one of the most powerful data types in Python. After you finish this tutorial, you’ll know the following: How to define Python lists How to create Python lists and access or change items within them How to create a list of lists How […]

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NLP Project Part 1: Scraping the Web to Gather Data

This is the first in a series of posts describing my natural language processing (NLP) project. To really benefit from this NLP article, you should understand the pandas library and know regex for cleaning data. We’ll also focus on web scraping, so elementary knowledge of HTML (the language used for creating websites) is very helpful, […]

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Tutorial: Web Scraping with Python Using Beautiful Soup

Learn how to scrape the web with Python! The internet is an absolutely massive source of data — data that we can access using web scraping and Python! In fact, web scraping is often the only way we can access data. There is a lot of information out there that isn’t available in convenient CSV […]

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SQL Basics — Hands-On Beginner SQL Tutorial Analyzing Bike-Sharing

Learn the SQL basics and go hands-on querying databases as you analyze bike rental data in this free beginner SQL tutorial.

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SQL Tutorial: Selecting Ungrouped Columns Without Aggregate Functions

When is a SQL query that returns the correct answer actually wrong? In this tutorial, we’re going to take a close look at a very common mistake. It’s one that will actually return the right answer, but it’s still a mistake that’s important to avoid. That probably sounds rather mysterious, so let’s dive right in. […]

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Beginner Python Tutorial: Analyze Your Personal Netflix Data

How much time have you spent watching The Office on Netflix? Find out with this entry-level tutorial on analyzing your own Netflix usage data!

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Data Visualization in R with ggplot2: A Beginner Tutorial

A famous general is thought to have said, “A good sketch is better than a long speech.” That advice may have come from the battlefield, but it’s applicable in lots of other areas — including data science. “Sketching” out our data by visualizing it using ggplot2 in R is more impactful than simply describing the […]

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Tutorial: Web Scraping with Python Using Beautiful Soup

Web scraping allows us to extract information from web pages. In this tutorial, you’ll learn how to perform web scraping with Python and BeautifulSoup.

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How to Use If-Else Statements and Loops in R

Learn to use if-else statements, for loops, and while loops to build complex conditional programs in R, a valuable skill for aspiring data scientists and R programmers alike.

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Do You Post Too Much? Analyze Your Personal Facebook Data with Python

As of Q2 2020, Facebook claims more than 2.7 billion active users. That means that if you’re reading this article, chances are you’re a Facebook user. But just how much of a Facebook user are you? How much do you really post? We can find out using Python! Specifically, we’re going to use Python to […]

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How to Use Jupyter Notebook: A Beginner’s Tutorial

Use this tutorial to learn how to create your first Jupyter Notebook, important terminology, and how easily notebooks can be shared and published online.

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