Category: Python Basics

Data Science, Machine Learning, Python Basics

Machine Learning with Python: Linear Regression

Introduction In this blog post, we’ll be exploring Linear Regression in Machine Learning with Python.  There are many potential applications for linear regression, especially for your business, including: Sales forecasting: Linear regression can be used to predict future sales based on historical data, such as product pricing, marketing expenses, and consumer demographics. Inventory management: Linear […]

Data Science, Python Basics

Analyzing Taylor Swift’s Songs with Python

Analyzing Taylor Swift’s Songs¶ To celebrate Taylor’s new album which has 10 of the top 10 Billboard charts (first time to ever happen), let’s explore Taylor’s discography with the Spotify API. Get credentials from Spotify API¶ Go to your Spotify Dashboard at and create a new application, then grab the Client ID and Client […]

Python Basics, Tutorials

How to Convert A .py Script into A .exe File

Picture this: you’ve just finished creating a fantastic Python program and intend to let the world see it. You then send your friend a directory containing all your scripts and encourage them to try it out. Only first, they must install Python and then run the program via the IDLE shell or the command line. […]

Data Science, Python Basics

Top 10 Python Data Science Libraries

Today, Python is the most widely used programming language – it’s open-source, easy to learn, and easy to debug. Another key benefit of using Python is the Python libraries – incredible collections of related modules. Having these bundles of code, that can be repeatedly used in a wide range of different modules, makes Python programming […]

Python Basics

Understanding the difference between Mean, Median, and Mode

There are three main ways of measuring central tendency- median, mean, and mode. Each has its own strengths and weaknesses, which is why data scientists use all three depending on the dataset they are examining. In this article, we will explore what each measure is and how it can be used to gain insights into […]

Python Basics

Data Structures every data scientist should know

Data structures are the basic building blocks of data. They define how data is organized and accessed. As a data scientist, it is important to be familiar with all the different data structures so you can choose the best one for the task at hand. In this article, we will discuss some of the most […]

Python Basics, Tutorials

How to perform web scraping with Python!

Guide to Web Scraping with Python¶ In this blog post we’ll get you started with web scraping and Python. Before we begin, here are some important rules to follow and understand: Always be respectful and try to get premission to scrape, do not bombard a website with scraping requests, otherwise your IP address may be […]